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            <title>Josh Cohen Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: November 15, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
Josh Cohen is the Senior Business Product Manager for Google News. He is responsible for global product strategy, marketing and publisher outreach for Google News, which is currently available in 26 languages and more than 50 countries. Prior to joining Google, Josh was Vice President of Business Development for Reuters Media, the world's largest news agency. While there, he led business development for Reuters' Consumer Media team, including all activities with major strategic partners. He was responsible for agreements with AOL, Google, MSN, Yahoo! and numerous media companies around the world for content distribution, revenue generation and strategic investments.&lt;br /&gt;
&lt;br /&gt;
Before joining Reuters, Josh was Director of Business Development for SmartMoney.com where he led business development and licensing activities for the site, a joint venture between Dow Jones and Hearst. Cohen holds degrees from the University of Michigan and Columbia Business School, where he graduated Beta Gamma Sigma.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you tell me what your responsibility is within Google?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; I am the business product manager for Google News. I work with other folks on the news team, on figuring out what is our roadmap, what are the features that we are working on, what we want to do with the product in the next 6 months, 12 months, 18 months, and so on.&lt;br /&gt;
&lt;br /&gt;
A big focus of my job is really working with people outside of Google; so talking to publishers, talking to people in the media and at conferences; just putting a face on Google News and trying to demystify it as much as possible. I also work with a lot of the different cross-functional teams who interact with publishers on a day-to-day basis and try to tie those efforts together a little bit better.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Tell us what Google News is and what it does, and who uses it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Google News was launched in beta back in 2002. The idea behind Google News is really similar to what we are trying to do in search. Not to throw the company mantra at you, but, it really is about organizing all the news information out there and making it even more accessible and useful for users.&lt;br /&gt;
&lt;br /&gt;
We are trying to do this in every single country, and in every different language. We want as many different sources as possible, so that when people are looking for that information, they can find it. The interest in news overall is probably higher than it has ever been. More and more people are getting this online, and so the challenge is trying to find that information and to provide some context and organization. So, we really are operating as a search engine specifically for news.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; How do you define news versus other types of content?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; We really try and keep as much as possible as black or white, and we don't get into qualitative discussions about the nature of the news site. We don't include any hate speech and pornography. What we look for is whether or not the site is covering current events, is it specifically covering the topics of the day, is there some evidence of an editorial organization, is there at least some editorial review process before something actually gets published. But, our bias is really toward inclusion.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, you try to be as broad as possible and include as many different sources as you can. Are you looking for the content that would be unique, rather than somebody just republishing stuff off of a news wire?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Absolutely. We don't have people who are just pure aggregators; there needs to be some original content on that site.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; That makes a lot of sense. What is the process that people go through when they want to have their site or some portion of their site considered for Google News?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; It is actually pretty straightforward. There is a whole &lt;a target="_blank" href="http://www.google.com/support/news/"&gt;help center on Google News&lt;/a&gt; that is specifically for users and explains to them how it works. A whole portion of that is dedicated specifically to &lt;a target="_blank" href="http://www.google.com/support/news_pub/"&gt;publishers&lt;/a&gt;, which explains to them how it works, and how to submit their content. Ultimately, they simply submit their sites or the portion of their sites that they'd like to be reviewed for inclusion, and then we take a look at it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; There is a form people can use?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Yes. It is located &lt;a target="_blank" href="http://www.google.com/support/news_pub/bin/request.py?contact_type=suggest_content"&gt;here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What type of questions are covered in the form?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; There are a few basic questions about the organization itself. We do not make editorial judgments about the nature of the site. It is really up to the user at the end of the day to make those decisions about whether or not they think it is a site that adds value to them. So in the form, we are looking for objective information about their site, and we are not looking for them to make a pitch about their site.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Evaluating whether it is unique news content is something that your reviewers just do.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Yes, there is a support team that will review those sites as they come in. There is not a single editor or journalists who are working on Google News. Once the site is included in Google News, and included in our index, there is no manual intervention around the rankings. It is all done algorithmically.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. Yes, but the people who review the site check to make sure that it is unique content as opposed to duplicated.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Yes, they ensure that it meets that criteria. A lot of that can be done algorithmically. We understand duplicate content, and we can do a full-text analysis. But yes, there needs to be original content.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. And you know, for some reason, something goes wrong in the process, and the site does get turned down, but the publisher thinks that there is a fit, and they really believe that they should be reconsidered. Is there a process you would suggest for that?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Our bias is towards inclusion, so if there are things that we miss, we certainly want to be able to understand the site better.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I know one example of a site that got turned down, and it turned out what happened is that, the person who had reviewed it had not looked at the news portion of the site.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; That is really why we try and ask for as much information about their site as possible, because obviously the webmaster, the owner of the site, the publisher is going to know a lot more about it, understands the details of it. We are looking at thousands of different sites, and so that is the one real manual part of Google News; so the more information we can get about this site, during that submission process, the better.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; We have heard things about other kinds of requirements, like there needs to be a certain volume of news for example.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; No. There is not any a volume requirement in terms of number of articles published a day or something like that. It can certainly have an impact in the rankings, but not in terms of inclusion or not. We have sites that are publishing hundreds of articles on a daily basis, and we have others that are longer analytical pieces or investigative pieces that are publishing just a handful a week. So, there is really a pretty wide range.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; There is also the notion that the URL needs to have a 3-digit code on it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; That is correct, there are certain technical requirements, which have nothing to do with the nature of the site, but the ways in which we can pickup that content. The 3-digit identifier is one of the ways we pick up the news content on a site. As you mentioned, there are sites that have a section that is devoted to news, but maybe the rest of their content is inappropriate for Google News. Oftentimes, in those sites we will see that that 3-digit identifier is a way for us to pick up the specific news content, so that is a requirement for crawling that content.&lt;br /&gt;
&lt;br /&gt;
However, when sites are included in Google News, they are able to submit a News Sitemap, and if you are submitting the News Sitemap to us, then we don't need the 3-digit URL requirement anymore, and you can ignore that if you are submitting the content via sitemaps, as we can pick it up that way.&lt;br /&gt;
&lt;br /&gt;
Editors Note: Since this interview took place, Google News Sitemaps went &lt;a target="_blank" href="http://googlenewsblog.blogspot.com/2009/11/new-face-to-google-news-sitemaps.html"&gt;through an update&lt;/a&gt; into a new format.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Do the sitemaps bring any other kind of specific advantages?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Yes. It doesn't change the ranking; there is no bias towards a site that submits a site map versus one that doesn't. The real benefits of submitting a sitemap are, it provides a greater level of control over which of the articles appear on Google News, and it allows for specific metadata to be communicated about each of those individual articles.&lt;br /&gt;
&lt;br /&gt;
Right now it is fairly limited, but we are certainly looking to expand what we do within sitemaps, because the more information we have about a publisher's site, the better. For individual articles there can be basic stuff like attribution, and bylines, and location, and so forth. Ultimately, sitemaps are a really good way to clearly identify the information that you want to get crawled.&lt;br /&gt;
&lt;br /&gt;
Most questions that a publisher will have around ranking of their content on Google News boils down to some a technical issue; where we didn't take up an article or when we try to crawl it, it failed the extraction process. So, sitemaps is a real good way to insure that we are crawling that content, and it also allows you to proactively address any of those issues, because you can go right in, you can see when we are having problems crawling your site, whether it is a technical issue on our side or your site. I won't say sitemaps eliminate all the technical issues, but it can certainly it can limit the impact of some of those, and allows you to have a better way of monitoring them.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; It will reduce errors, and will not affect ranking of included stories. It can affect whether or not the story is included at all.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Yes, exactly. And, that is a pretty big difference.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Yes, it is. Are there other technical issues that people need to be concerned with to make sure that their news articles are friendly to the Google News crawler?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; There are definitely challenges with images; so there are certain best practices that we try to encourage publishers to do. Larger-sized images with good aspect ratios are always easier for us to pick up; having more description within the captions is always helpful, having them near the title, having them inline and non-clickable. And, for the most part we prefer JPEGs.&lt;br /&gt;
&lt;br /&gt;
Another thing is to have relevant and useful titles that are going to help the readers and to help our crawler know what your page is about.&lt;br /&gt;
&lt;br /&gt;
Try not to break up the body of the article, such as having dates between the title and the body. These are tips that are not just specific to Google News, but certainly help for Google News.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; These things can also influence click-through.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Absolutely.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Who are the people who consume Google News?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; The focus of Google News, and I think one of the real appeals of it, is trying to offer as many different perspectives as possible on a given story. So, it can be a different political perspective, different geographical perspective, and you have different people who want to understand a story and all the different angles around it, and they really want to delve into a story. And that is why we cluster these stories not by sources, but any request of the articles by story. People click on a bunch of these different links and those are the people who by and large get a lot of value from Google News, because they get that diversity from Google News.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; From our experience, that certainly includes reporters and editors from a variety of sites.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; They are certainly heavy users of Google News. There are those who will come to the front page and like the fact that we will aggregate the top stories out there on the web, and allow them to browse the top stories, see what is there, click on them, and go read them on the publisher's site. Looking at those top stories is not dramatically different from somebody who may go to the publisher themselves directly to look for those top stories.&lt;br /&gt;
&lt;br /&gt;
They may be just looking to see what is out there from across the web, from both their favorite sources and sources they don't know. Then, there are the other half of the users who are using us pretty specifically as a search engine, who are using us just to type in the keywords or news stories that they have heard; whether they have heard it in the office, or on the web, or somebody emailed to them want to learn more about it, and they will just type in a name or few keywords, and use it much more as a search.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; People also set up news alerts, right?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Absolutely. They can set up alerts, use our RSS feeds, so there are a number of different ways where they can try and keep on top of stories. We see our role not as a destination site, just as a starting point. Our goal, very similar to what we are trying to do with web search, is to help people find what they are looking for and then send them on their way.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; One of the subtleties of this is that it is obvious to have a title that entices a click-through. But then, you also want that title to whatever it is that the editors you want to reach use as search terms.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; To be clear, having a clean title matters, and the placement of that title in your page matters; but there are a few different elements that we are going to look for in trying to pickup the correct story. Certainly, the title matters, but URL and most importantly the text in the article itself matter too. If you have got a URL that is somewhat unclear, or the information is not that clear in the body of the article itself, then the title takes on more weight.&lt;br /&gt;
&lt;br /&gt;
These are all different components that we are looking for; so if you have got a URL that has information, the text is very clear for us; then the title I would say is no more important than the other ones.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Are there other things that go into ranking news stories?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Yes. There are two separate ranking processes that take place. One is just the story ranking, such as what is the top sports story of the day, what is the top entertainment story of the day, science and technology, and so on. There are a number of different factors that go into that, but the easiest way to think about it is we are really relying on what editors think the most important stories are. What is the aggregate editorial interest in a given story: that is to say, how many people are covering it, and where are they putting it on their page? These factors do not impact an individual source's results, but do influence what story lines we think are most important. So, that is the story ranking.&lt;br /&gt;
&lt;br /&gt;
For article ranking there are a number of signals that we are trying to use: is it original content, is it timely, is it relevant, is this a local story, and there is a local source reporting original content on it? That is again, not always relevant to every single story, but it is something else we will look for. Other questions we ask are, is it novel, or is it just a rehash of an article that was out there before, a story that somebody else broke, you just happen to publish it later. These are things that we look for, hard to do, but increasingly something that we are trying to include in our rankings.&lt;br /&gt;
&lt;br /&gt;
Then, there are also source-specific signals that we try to use. This is where volume comes in: what is the volume of publication of original content in a given category? The example that I would like to use is, looking at the business category, you have got the Wall Street Journal, or Bloomberg, or Reuters, all of whom, any given day, are publishing probably hundreds of original stories in business. By itself, that is a decent signal that this is a quality source in that category.&lt;br /&gt;
&lt;br /&gt;
You can compare that then with their volume of publication of original content in the sports category, you are probably not going to see a whole lot, if any, of original publication there.&lt;br /&gt;
&lt;br /&gt;
I would say another really important signal for us in recent quarters has been the user behavior. Their behavior has become a really helpful signal for us in trying to determine that same trusted quality of a given source. So in a given cluster, the first link will get the most clicks, the second gets less clicks, and the third, the fourth, and so on, keep getting fewer and fewer clicks. But, if you look at a user who comes in, and instead of clicking on that first link which is what they were "supposed to do," and instead let's say they click on the fourth link; that is a very strong signal about both the source that they clicked on and also the three sources above it that they didn't click on, even though they were "supposed to" click on that.&lt;br /&gt;
&lt;br /&gt;
Over time, as you aggregate that information, normalize it for different click positions, you can look at this section-by-section to get a sense of what users feel are the best sources in given categories. Again, sticking with the business example, if I have got some random source as the #1 link in Google News, and Reuters in the #3 link, somebody may come to that and say "Wait a second, this is a business story, I want to see what Reuters has to say, I am clicking on that link in the third spot."&lt;br /&gt;
&lt;br /&gt;
That type of behavior takes place again and again, and it has become another important signal. Now, that doesn't trump everything else; all these other scores and factors still matter, but all things being equal, we certainly want to take a look at some of the qualitative aspects of a source. We try to algorithmically determine the qualitative nature of a source in addition to the story-variable signals.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Are inbound links a factor?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Not really. It is obviously a signal on the search side of things. With PageRank links certainly, as you know, are an important factor. On the news side of it, just because the nature of news and how quickly that information comes out, to be able to build up links over time is just something that isn't really all that applicable on the news side of things.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What about social media signals, such as Twitter?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; There is nothing specific I can say on those, but I think it is safe to say that we are always looking at new signals. We will always keep working on this, because it continues to remain imperfect. We will test certain ones, and we will do evaluations against them as we did with the user click behavior.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Anything you can say about plans for Google News?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; We are trying to experiment in a number of different ways. For example we launched Fast Flip two months ago.&lt;br /&gt;
&lt;br /&gt;
With Fast Flip we tried to introduce that element of serendipity that you get in the offline world. When you pick up a paper and you see the top stories, you may spot the article at the bottom of the page. It is something you would never think to read, you would never really look for, but you do because you spot it.&lt;br /&gt;
&lt;br /&gt;
How do you introduce some of that quality into the online experience? Fast Flip is an attempt to do that. Another key component to that is the speed with which you can browse those pages. If a page takes five to ten seconds to load, you are not going to want to explore different types of content. Fast Flip is an attempt, both in terms of how it is presented visually, and also the speed with which it loads, to allow you to introduce some of the best of the offline experience online. That is a good example of one of the things that we are experimenting with; and I think we like to keep trying to innovate and figure out ways in which we can help our users and work with our partners.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; From my perspective, for a publisher looking to get exposure for what they are doing, implementing a quality-relevant news feed and working with Google News is an outstanding opportunity. I mean, you get visibility that a lot of people would die for. Of course there is an expense in implementing such a news feed. You have to do a quality job, because you don't want to get in front of people and then have them say this is crap.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; I think that is well-said. The way that we look at it is that it is a real partnership with the publishers that we have. We are a search index, we are focused on news; but we don't have any content, we don't have editors, we don't have any journalists, and we don't create any information. We get that from the publishers. For publishers, we think that we bring value in helping them get found and driving the traffic to them. In a given month, Google News sends almost a billion clicks to publishers worldwide.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Better still, a significant percentage of that is from news editors and bloggers. So, not only you are getting the traffic from Google News, but you are getting the possibility of being written about in other news environments.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Sure, getting written about by others within the market is interesting, but we also help publishers obtain loyal users, who may like the aggregation qualities of Google News, but will discover their content and like it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks so much for taking the time Josh, to speak with me today.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Josh Cohen:&lt;/b&gt; Thank you!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=493#MakeAComment"&gt;comment on the Josh Cohen interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Other Google Interviews&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-peter-linsley.shtml"&gt;Google's Peter Linsley, July 12, 2009&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-john-mueller.shtml"&gt;Google's John Mueller, May 14, 2009&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-rajat-mukherjee-030909.shtml"&gt;Google's Rajat Mukherjee, March 31, 2009&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-sandra-cheng.shtml"&gt;Google's Sandra Cheng, February 16, 2009&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-cedric-dupont.shtml"&gt;Google's Cedric Dupont, February 4, 2009&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-brett-crosby-103108.shtml"&gt;Google's Brett Crosby, December 1, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-maile-ohye.shtml"&gt;Google's Maile Ohye - August 25, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-carter-maslan.shtml"&gt;Google's Carter Maslan - July 14, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-matt-cutts-061608.shtml"&gt;Matt Cutts - June 16, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-dick-costolo.shtml"&gt;Google's Dick Costolo - April 28, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-adam-lasnik-012408.shtml"&gt;Google's Adam Lasnik - Feb. 4, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-sep-kamvar.shtml"&gt;Google's Sep Kamvar - Dec. 17, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-matt-cutts.shtml"&gt;Google's Matt Cutts - Oct. 8, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-udi-manber.shtml"&gt;Google VP Udi Manber - July 9, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-vanessa-fox.shtml"&gt;Google's Vanessa Fox - July 2, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-mark-lucovsky-050307.shtml"&gt;Google's Mark Lucovsky - June 10, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-adam-lasnik.shtml"&gt;Google's Adam Lasnik - Apr. 30, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-rajat-mukherjee.shtml"&gt;Google's Rajat Mukherjee, Apr. 16, 2007&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
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            <title>Chris Silver Smith Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: September 17, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
Chris Silver Smith is the Director of Optimization Strategies at &lt;a target="_blank" href="http://www.keyrelevance.com/"&gt;KeyRelevance&lt;/a&gt;. Chris has extensive background experience in search engine optimization and Internet application development and he is a regular speaker at Search Marketing Expo, Search Engine Strategies, American Marketing Association seminars, and other technology and marketing conferences.&lt;br /&gt;
&lt;br /&gt;
Chris previously worked as Lead Strategist at Netconcepts where he provided search marketing consulting and product development for their GravityStream automated optimization software. Prior to that, Chris served as Head of the Technology Department for Verizon's Superpages.com sites, leading teams which focused upon advertising applications, taxonomic development, usability, user interface design, and more. Chris worked at Superpages for over a decade and his projects included work in: R&amp;D, map-based search, Campus Area Yellow Pages, weather forecasting systems, ecards, XML APIs, RSS feeds, mobile applications, city guides, and more.&lt;br /&gt;
&lt;br /&gt;
While at Superpages.com, Chris founded their extensive SEO program, initiating research on increasing search engine referral traffic naturalistically as far back as 1997, and he was later honored with the corporation's highest award for this work in 2004, the Verizon Individual Excellence Award, for increasing site visits and associated click-through revenues by many millions of dollars. In 2006, Chris went on to found and chair the Idearc SEO Council, pulling together individuals from across the organization who worked on elements of natural search optimization.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What are the most important things for people to be concerned about when they want to rank well in local search?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; In my opinion, local search optimization is based upon a foundation of regular search engine optimization, but there are a number of additional factors beyond what we see in regular SEO, so there is a little bit more complexity here. Although some of the same classic SEO ranking factors are some of the things that feed into local search rankings as well, including well-formed titles and good H1 tags on pages.&lt;br /&gt;
&lt;br /&gt;
There is also another way to rank well within local search for non-businesses websites. Even if a business doesn't have a website, it can rank within local search because it may have listings within business directories whose listings get indexed and ranked by various local search engines. (For more on this, see Chris's article on how &lt;a target="_blank" href="http://searchengineland.com/has-google-maps-switched-from-pagerank-to-bizrank-20152"&gt;Google Maps may've switched from ranking sites to ranking businesses&lt;/a&gt;, independent of website.)&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; That's one of the big problems in local search. There is a very little control over the way that data is maintained and propagated in both on and offline directory listings. It seems almost like a mass of random Brownian activity at times.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; That's a really good description of it. All these different little pieces of information are in a way feeding off of and influencing one another, and then showing up in different places within search results. All of them may have something to do with the business that you are particularly interested in.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. There are actually a lot of things that can go wrong, including someone incorrectly typing a phone number or website address, the business may change locations or possibly going out of business. These are just a few examples of things that make the data go bad.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; Correct. There are many factors, and you've already touched on a few of them. Another example is that there may be multiple ways to write a street address. I've seen this happen before in big cities and small towns. In big cities like New York City, there could be an east version and a west version of a street or an avenue, for example. Local businessmen could be writing their street address in the way locals refer to it, and may not include the East or West.&lt;br /&gt;
&lt;br /&gt;
Google, and other mapping systems, may pinpoint the address in the wrong spot along the street. That has impacted me personally, and consumers are impacted by it very heavily in general, as it impacts their trust of online directories, online mapping systems and local search systems. It could also affect someone's overall assessment of a business, if they go to an address and the business is not there, they get irritated. They are not going to have a very high tolerance for this, and even if they eventually find the business their opinion of it has probably suffered.&lt;br /&gt;
&lt;br /&gt;
The difficult thing about this is that it may be completely unrelated to anything that business did, and it can affect a customer's appreciation and review of a business. It can impact customer satisfaction before they've ever even arrived at the business. The mapping issue has been one of the biggest problems with local search since the inception of the Internet. There are a whole lot of reasons why businesses may be incorrectly located on maps, and it's one of the areas for which Superpages received more complaints about than anything else over the years. Of course, we didn't even provide maps that we made in-house, we used a few different external mapping systems, and each of the different mapping systems had its own problems and issues.&lt;br /&gt;
&lt;br /&gt;
All of those factors feed into the process of getting listed and located correctly, and they affect the local search engine and directory's ability to canonicalize listings and all of the different specs of a business's information within one particular listing. I refer to the Brownian specs of information floating around as a sort of "constellation of local search information sources". In a recent article, I wrote that if the search engine successfully associates all those diverse specs of info with each other then they can help to build a particular business's rankings within the search results.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; One issue I think most people don't understand is that if a search engine doesn't have confidence that a business is at a particular location, it's enthusiasm for ranking that business highly for related searches is going to drop. &lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; That's true. &lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; This could be potentially harmful for business if they go in and correct their listing at Superpages, for example. It's great that it's correct there, but it could still be wrong at yellowpages.com, business.com or at thousands of other websites. The business could then have one place where their listing is correct and a bunch of other places where it's wrong, and what's worst is that they are different. So if the search engine sees a bunch of data and it's not really confident that the data is accurate then, that can be a ranking issue.  &lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; I can describe how that works to some degree. Search engines, local directories and online yellow pages use a variety of methods to try to associate businesses' information that they get from multiple sources all with the same listing. There are a few different things that they do, including comparing the business name, street address and phone number.&lt;br /&gt;
&lt;br /&gt;
The phone number has in the past typically been considered something that doesn't vary as much as some of the other information from all the different business sources. As a result, it may be used for associating those various pieces of information all within one listing, but there are cases where people start adding on phone numbers, and then these directories don't know which is the primary number for a particular listing.&lt;br /&gt;
&lt;br /&gt;
In addition, there are businesses using various tracking phone numbers to determine how many calls they get from the various types of promotional work and advertising they do. They might use a different phone number in their newspaper ad, in each of the different yellow pages print directories and on their different ads online, so they might have a whole series of different phone numbers showing up across these different mediums.&lt;br /&gt;
&lt;br /&gt;
If the phone number is different, it may result in the search engines having difficulty associating the same business's information if some of the other pieces of information are not identical or very similar, such as the business name and the street address. There are additional problems with that, however, because there are many variations in the way people cite street addresses, as I mentioned before.&lt;br /&gt;
&lt;br /&gt;
Google may think that a street address is "Highway 1" for example, whereas the more common name locally may be "Main Street" or some other alternate name. I've seen cases where streets have three or four different possible names or spellings, and an address could have multiple different businesses all at the same street number, like in a shopping center, a large office building or a shopping mall. This is how it starts getting more and more difficult for the search engine to associate these pieces of information all with one listing.&lt;br /&gt;
&lt;br /&gt;
There are multiple different ways that directories cite the business name as well. Doctors, for example, often have their last name listed first in directories. There are also other cases where people use variations in business names, and they all may be valid, just different and used for different reasons. So if a business has different listings in InfoUSA and in Superpages, then associating those pieces of information gets very difficult. And if a business has one listing associated with one website and another associated with an alternate website, this is not going to give them a good chance to rank well on the search results. The same is true for reviews and ratings. If three or four different online business directories have reviews and ratings for a business, they can't get collected together under a single unified rating when Google pulls all those pieces of information together. In this situation that particular business is not going to have the best chance to rank highly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I interviewed Pankaj Mathur of InfoUSA a few months back, and he told me that InfoUSA has 14,000,000 different businesses listed in its data, and Google has four or five times this many, almost one business for every five people in the United States.&lt;br /&gt;
&lt;br /&gt;
The reason Google's number is so much higher is because it gets its data by crawling all the web, whereas. InfoUSA does work to verify and confirm every listing it has.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; There are a couple of reasons why InfoUSA might show fewer listings. One of them could be that Google has a variety of different information sources and is having problems collapsing those listings together. The problem is that Google is taking information from sources that are not as high quality as InfoUSA, which is one of the very few business listing aggregators that actually calls every single business in its directory once a year to verify its information. One problem is that businesses fail all the time, and they are not real good about notifying directories that they are no longer in business. Those dead, old listings get left in directories everywhere because there are not any good processes to get them deleted comprehensively. Unfortunately for Google, this is one case where "having more" search results is actually an indication of inferior quality.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; We have established that if a listing aggregator isn't managing and monitoring its data, it is eventually going to go wrong, so what's the best way to then clean it up?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; There are a few different ways, and unfortunately there is no universal way that is going to work for everyone. One of the best ways is to try to clean it up with a main data aggregator such as InfoUSA or Axciom. They provide their data to many of the most important places, including Google, Superpages, and many other directories. If the business goes to those main data aggregators and tries to get its listing information updated, then that's great, but it can be challenging because those companies are not set up to deal with a lot of small businesses. They rely on getting information back from some of their data partners, including superpages.com, yellowpages.com and Google.&lt;br /&gt;
&lt;br /&gt;
The best thing to do is have a shotgun approach, where they make a list of all the top directories and then go and check their information in each directory periodically to see how they are showing up.&lt;br /&gt;
&lt;br /&gt;
I've had clients who were not very careful about this, who would check only one listing that looked right and was ranking well within that directory. If they had looked more closely, however, they would have found a handful of other listings associated with it that were also showing up.&lt;br /&gt;
&lt;br /&gt;
One of the ways to solve that problem would be to go in and search by phone number if reverse search is offered. They have to ask themselves if there is possibly some other listing showing up under their phone number.&lt;br /&gt;
&lt;br /&gt;
I even found one egregious case where one of my client's listings had been hijacked by a competitor who added their own URL into the listing in an attempt to steal their referrals!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right, they are using the phone number to hijack the listing.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; Yes, exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; That gets back to what you said before about how most people assume a company's phone number is the item least likely to change.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; Right.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, working with InfoUSA, Acxiom, and also working directly with the major yellow pages sites as well, would be the basic recipe.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; That's correct. All of those data sources are really good places to search for local listings, and I have seen variations on how they've operated over time. Localeze also could be a very good partner if a business doesn't have a lot of time and it wants to pay someone to go out and try to get their information updated in all those different locations. They are a little odd in my view because they straddle the line between being an information provider and an advertising publisher for businesses.&lt;br /&gt;
&lt;br /&gt;
They are selling on both ends of the equation, the information to business directories and search engines, and advertising to end-users.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Of course companies like InfoUSA and Acxiom are originally direct marketing companies, so they sell lists for people to mail, email, or call.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; Yes, that is correct, but they are not really selling advertising to small businesses, at least I don't think that they are.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you talk a little bit about links and web references in the context of improving ranking?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; Google is using as many ranking factors as possible in an effort to broaden its sources and stop people from exploiting the local search results. Google wants to give fair ranking status to all businesses and to provide high quality information to its end-users. They don't want to be exploited by more simplistic ranking routines, as we've seen in the past, so there is no overemphasis on some ranking factors like inbound links.&lt;br /&gt;
&lt;br /&gt;
Inbound links used to be the web references or citations method of choice for Google, and it was the foundation of its PageRank linking algorithm, but it recently broadened to a larger spectrum of different ranking factors that could play into and help influence what should rank best. In terms of ranking businesses, the old ranking methods used by business directories were proximity and alphabetical order, and of course there were people who ranked businesses based on how much money they spent on advertising as well.&lt;br /&gt;
&lt;br /&gt;
Now, I am talking a little bit about online yellow pages with the evolution of local search, because online yellow pages were the only sources of local search before local search engines and map-based search engines were developed. Those two ranking criteria, proximity and alphabetical order, were the original dominant ranking methods. Google changed that paradigm and tried to make keyword relevancy the higher ranking factor, which was a real interesting development.&lt;br /&gt;
&lt;br /&gt;
They have since broadened beyond mere keyword relevance to also taking other factors like ratings and popularity of a business into account. Popularity is a very vague notion and is very difficult to define or quantify, but Google uses a number of different ranking methods to try and do this as effectively as possible. One of those is to measure how many times a business is referred to by people, so a business that is talked about or referred-to regularly would rank higher than a business that is not.&lt;br /&gt;
&lt;br /&gt;
They may be looking at a whole lot of different sources of information for these types of citations, which could include how many times a particular business is mentioned within blog posts, within microblogging platforms like Twitter or Facebook, or within news stories. There have even been some people who claim that Gmail could factor into this, based on how many times businesses are mentioned within emails. I think that could be a really compelling signal for Google to use. When we talk about citations or web references online, there are a number of different types of references.&lt;br /&gt;
&lt;br /&gt;
Links used to be the basis of Google's PageRank algorithm, and they continue to be a factor in the ranking of businesses in local search results and of regular web pages in web search. There are additional types of references that Google is now allowing to influence rankings within Google Maps, including how many times a phone number of a business is referred to in all those various sources on web pages, blog postings and news stories.&lt;br /&gt;
&lt;br /&gt;
It also possibly considers how many times an identifiable business name or URL is mentioned in relation to a local area. There are many news feeds and newspaper sites that have a policy of not linking, but they will occasionally mention a URL in plain text within a news story.&lt;br /&gt;
&lt;br /&gt;
Another factor that influences rankings within Google Maps is how many times the address itself is mentioned in that web space. I mentioned this in an article I wrote on the topic of using reverse search for local search optimization.&lt;br /&gt;
&lt;br /&gt;
If there are two different businesses across town from each other, but one is in a more highly popular location, then perhaps that business should be ranked more highly. This is especially applicable in tourist hotspots, like next to Grauman's Chinese Theater in Los Angeles or in a shopping center that has various other businesses within. Those businesses could be cited as more popular because the street address of that shopping center is referred to over and over again in many different media sources.&lt;br /&gt;
&lt;br /&gt;
So even though someone might not mention the restaurants by name, for example, it might have a better chance of getting ranked higher because it's in a popular location. If there is a particularly popular shopping district, even mentioning it and associating it with the business could be very worthwhile. There are a handful of different types of web references, and they seem to be getting weight within Google Maps.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; There is a fairly strong consensus that these types of web references are a factor in local search. Any reason why they can't use that kind of signal in global, regular search?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; They certainly could be, particularly if those local search ranking factors could easily be feeding back into regular web search. If a business is ranking well within local search, why wouldn't the same types of ranking factors feed back out into the regular web keyword search results? Some of those references could be feeding back into the overall keyword rankings for pages. A business's phone number could be associated with its website, and perhaps that could feed into the overall rankings, which are spread out through the pages of that particular business's website.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; In simplistic terms, a newspaper article could mention a URL and not implement it as a link. That's a very simple case of a web reference that could easily be associated as a vote by a search engine.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; That's right.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Also, one might also have high authority sites that implement links but use Nofollow, which is supposed to restrict link juice from being passed. If by context the search engine knows that that's really a policy and still wants to treat it as an endorsement, it can.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; That's exactly right. Many of us in the SEO profession have the sense that even Nofollowed Links might have some level of value. I think that NoFollowed links could be considered by Google, as well as mentions of URLs within text that are not hyperlinked could be considered to some degree. I think that Google probably considers those two types of references at a lower rate, and I think they probably rate links from different sources in varying value levels.&lt;br /&gt;
&lt;br /&gt;
Those Nofollowed Links could still feed in and give a fractional amount of PageRank transfer compared to a pure link from the same site. Wikipedia is probably the biggest example of this at this point. If Google didn't pay attention to links within Wikipedia pages, then I don't believe we would see those links and their anchor keywords listed within Google Webmaster Tools, but that's actually what we do see in practice.&lt;br /&gt;
&lt;br /&gt;
If someone has a valuable link that they've added to Wikipedia for a valid reason, they could then see that link appearing within the metrics that are shown in Google Webmaster Tools. I don't think Google would be listing these if that wasn't something they are going to use in some way, so I believe they have some influence. Google probably just weights them a little bit less heavily.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Even if the links aren't Nofollowed, Google certainly knows when a link is coming from a blog or from a comment from a user. These are things that they think about all the time. To bring it back around to local search, can you talk a little bit about how social media plays into this situation. How can people use social media to help with their web reference campaign?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; The social media services that are out there are the closest thing Google has to word of mouth endorsements, which is the golden standard that Google would ideally like to use as a relative ranking signal. Since they obviously can't hear what we are all saying to each other all the time, the next best thing currently is all the different types of social media. We believe that Google will see these as signals for relative popularity.&lt;br /&gt;
&lt;br /&gt;
Google was interested in this with blogs, in terms of "burstiness". They might look very suspiciously at a site that suddenly got thousands of inbound links. If all those inbound links came from credible sources, however, that is considered to be normal bursty behavior for something that just abruptly appeared on the scene and became popular overnight.&lt;br /&gt;
&lt;br /&gt;
Social media is a good source for this, and we can see that Google is interested in it because many people believe their recent search engine development, the "Caffeine" test platform, was geared in large part to try to absorb highly bursty messaging from sites like Twitter. They are trying to absorb that content and get the information to feed into the system, not just so those little pieces of information can be available, but also so they can influence the rankings of other pages.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; It's great stuff and a great opportunity for people. I think we are still at a stage where there is a lot of bias introduced by the people who use various social media platforms, which are not yet used by a large percentage of the people who use the web. It's a signal, and you can count on them using those types of signals. As those platforms grow and get broader, they are likely to give it more and more weight.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; I think that's right. They see a future within all sorts of social media, even if it's a little bit undefined right now.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks Chris!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Chris Silver Smith:&lt;/b&gt; Thank you Eric!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=478#MakeAComment"&gt;comment on the Chris Silver Smith interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
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&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
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            <title>Oyster's Eytan Seidman Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: August 6, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
As vice president of product at &lt;a target="_blank" href="http://www.oyster.com/"&gt;Oyster Hotel Reviews&lt;/a&gt;, Eytan leads product management, planning, design, and usability of the Oyster.com site.&lt;br /&gt;
&lt;br /&gt;
Prior to Oyster Hotel Reviews, Eytan was a principal program manager lead on Microsoft's Live Search team (now Bing.com), a position he held for four and a half years. This team was responsible for the vision, planning, and specifications that power the web search software for Live Search. This includes all aspects of Live's core ranking and relevance measurement. Earlier in his career at Microsoft, Eytan worked as a program manager on the Microsoft CRM team, driving the program management of functionality related to the core user experience and integration with back-office applications.&lt;br /&gt;
&lt;br /&gt;
Eytan received degrees in computer science and history from the University of Pennsylvania.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Why did you pursue the idea of a high end hotel review site?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; The idea was pretty straightforward really. It came out of a personal experience, like many ideas do. Co-founder Elie and I were staying in a hotel in Alaska that we found online, and it turned out to be nothing like we had imagined based on what we read and saw online. It was 2007, and we could not figure out why it was so different. As we dug deeper, we found a gaping hole in the lack of any high quality content in the hotel space.&lt;br /&gt;
&lt;br /&gt;
We then decided to hire journalists trained to look critically and objectively at hotels, sleep in their beds, swim in their pools, experience the spa, experience the entire hotel, take 500 to 1,000 photos of the hotel and write a very detailed, very structured, 2,000-word review. We basically just send people out to hotels undercover, and we pay their full cost. We typically narrow the pictures down to 200 to 500, but sometimes we keep more.&lt;br /&gt;
&lt;br /&gt;
All of our pages are very well structured. The second piece to our success is having great search on our site, and then also getting indexed by the engines. The search doesn't even require people to specify the location of a hotel, they can literally just search "spa," and see hotels with spas all across the world on an interactive map.&lt;br /&gt;
&lt;br /&gt;
We are trying to introduce something very new, and we think it will continue to scale upwards. We've introduced what we think is a new way of searching for and finding hotels, and we think people might be interested in it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; One of the problems with traditional travel review sites is that visitors don't know what's motivating the reviewer who provided the content. If they love the place, they are going to take a lot of pictures of beautiful scenic views, and none around the garbage cans or behind the kitchen.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; That's correct, yes. The other approach out there for sites likes ours is to use user reviews. We definitely think of user reviews as a compliment to what we do, but the problem lies in exactly what you mentioned earlier. Looking at a user review, the real challenge is trying to figure out if the "user" is in fact a real, unbiased customer, and those biases can come in many different forms.&lt;br /&gt;
&lt;br /&gt;
For example, if someone who only stays at $1,000-a-night hotels found a four-star hotel to be a total dump, it can simply be because that person is used to staying in very, very high-end hotels.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; One possible solution I've heard suggested for this problem is to find other reviews by the same person to try and uncover and biases or tendencies.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; That's right, yes. Another thing to note about hotels is that most people don't go to them super frequently. Therefore, in most user-review sites, there are probably about fifty different reviewers who have each been to one or two hotels. We have a handful of reviewers who have each been to 50 or 100 hotels, and they benefit from having been to a lot of hotels and having that perspective. So it isn't impossible to maintain a successful site using only user reviews, but there is the challenge of trying to figure out the viewer's perspective.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; How many roaming reporters do you have at this point?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; We have roughly 11 or 12 reporters.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; How long do they typically stay at a hotel?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; They typically stay at least one night, and very often two nights.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What sort of things do they typically check for?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; It's a very, very structured approach. They literally go through it with a checklist. In terms of the room, they check for cleanliness, size and service, and they try to do all the things that regular guests would do. For example, we have them call down to the office and ask for some additional towels, and then note how long it takes to get the towels. It's basically a whole set of tests around every single feature of the hotel. Whether it's a pool, a golf course or tennis courts, our reporters will experience and evaluate every feature that the hotel offers.&lt;br /&gt;
&lt;br /&gt;
They are also looking to get a sense of whether or not it is good for families by talking to guests and looking at all the features that are offered for families. They will even check if the room has a crib, or if the room is big enough to put a crib in. Going beyond family demographics, they will evaluate the hotel for honeymooners or for those looking for a party scene.&lt;br /&gt;
&lt;br /&gt;
The overall feel of the hotel, its ambience and its feel, are evaluated as well. Location too is very important, of course, if the hotel is in a remote area or an urban area. Finally, our reporters will evaluate the hotel's food. If the hotel has a restaurant or restaurants, they will visit all those places. If the hotel is all-inclusive, they sample the food so future guests will know all its best options. Our reporters will also take note of what restaurants and food options are available in the area surrounding the hotel.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; One of the important things I think you mentioned earlier is looking at it from multiple perspectives. Obviously your professional reviewer isn't a honeymoon, business and family traveler all at the same time, but at least they can try to take the perspective of those audiences. This is something that a user-generated review on another website would never do.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Correct.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; You mentioned earlier how the data on all your pages is structured so people know what kind of information they are going to find and how to find it. Can you expand a little bit on that?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Looking at a page review, a user will see links to descriptions and evaluations of the scene, service, location, beach, rooms, features, family options, pets, cleanliness and food, among others. So a pet owner could click the pet section and see if pets are allowed, if there is a charge, if pets are allowed to be in the room alone and other things like that.&lt;br /&gt;
&lt;br /&gt;
All those sections are well defined and appear for every hotel, so as people navigate though our site, they are always going to see the same sections and options. We hyperlinked our site pretty aggressively to other content as well, including photos and other hotel websites, because it is the best way to provide the most information to our users. In that way, our site models the Wikipedia type model to some extent.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; How many hotels have you reviewed so far?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; We have reviewed about 400. We have 340 reviews on our site right now, and we are going to be adding about 70 or 80 in next week or two.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Do you have information for hotels in New York City now?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; New York is live, yes, which we did about two weeks ago.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; And Las Vegas is next?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Las Vegas is next, yes. We'll add about 80 hotels from Las Vegas.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I imagine your plan is based primarily on where the most demand is?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Yes, that's right. We look at where there is going to be a lot of demand and high-involvement decisions. Obviously, Las Vegas, New York, Miami and the Caribbean are all very high-demand leisure destinations.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What is your goal in terms of numbers going forward?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Our main goal is to just keep growing our base. We are already seeing good traction, and there are many, many hotels in the world. We've only started to scratch the surface. In Las Vegas they have everything from midrange hotels to very high-end hotels, but our goal is to keep increasing our coverage and increasing the number of destinations we cover.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So I imagine the number of professional reviewers you have will scale up too?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Correct.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Do you have a plan for revisiting hotels you have already covered?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Yes, it is built into our model. We will revisit hotels periodically, but obviously the big thing that will require a revisit is any major renovations. There are already hotels that we've stayed at right after a major renovation, and we'll go revisit those hotels in the future.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Of course new ownership could warrant a revisit as well?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; New ownership would also, yes. There are a number of things that we look to flag that could result in our revisiting them.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What is you revenue model?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; We don't make any money today. There are no ads on our site today, but the hotel industry is a very, very large one, and a key revenue model over time will definitely be through advertising. There are a lot of people who would want to advertise against our content. Going on a trip or a vacation, the hotel is probably one of the largest, most important and most complex purchases anyone can make. Hotels are not really a commodity, if you will, so there are a lot of advertisers that want to advertise against that.&lt;br /&gt;
&lt;br /&gt;
For example, Jet Blue may want to advertise to people who are looking for hotels in the Caribbean because they fly to those destinations, and tourism bureaus may want to advertise to attract people to their respective destinations.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; How was all of this funded, and how are you going to keep funding it going forward?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; We are funded by Bain Capital Ventures. We raised about $6.4 million from Bain, and we also raised some money from another smaller fund called Accelerator Ventures. In time, we will produce revenue, and that revenue will fund the company.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I saw in an interview you did that it will take $40 million to break even. Is that still your projection?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Yes. As you pointed out, on the human side we are going to need more and more reviewers, so that probably will continue to require more and more capital. I believe that the reward at the end of a tunnel in terms of what we can produce is quite large, however.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; This is going to be very interesting to watch from a search perspective, as it goes back to directory model of doing things while targeting a very specific niche.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; That's right, yes. At the end of the day, people want to find great content and they want their search engines to surface the very best content. I think that's been true from day-one. Any motivated person who wants to stay at a hotel in Aruba will want to find out about Aruba and will search for it on Google, Bing and Yahoo looking for the best information they can find.&lt;br /&gt;
&lt;br /&gt;
Likewise, Google, Bing and Yahoo are going to want to find that the best stuff and deliver it to their users as well. That has always been a truism, and I think it will be true for a long time to come, so our goal is to be right in the thick of that. For people who are looking for very, very deep content on hotels, we hope to provide what they are looking for.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Who do view as your competition?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Interestingly, there is no site that takes our exact approach. One of the reasons we find it so interesting is that we hire professional reporters to go and review hotels, similar to the approach CNET or Consumer Reports. These companies take products and run them through a series of rigorous tests.&lt;br /&gt;
&lt;br /&gt;
The hotel Albion is a good example. On the Albion page we have 98 photos, but on many hotel pages we have even more in that. How often do you see 98 or 100 high-quality photos on hotel sites today? Most of the sites out there are using the same content that users see elsewhere on the Internet.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; They lack any uniqueness.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Yes, exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So uniqueness will certainly play a role in the world of search too.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Yes, it definitely should. The searching capability of our site is something that we believe will draw people in. It is quite new and it should be fast from everywhere, as the goal is to bring super high-quality search technology to the travel space. Combine that with really extensive, in-depth content and very good software, and we hope we can become a leader in the field.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I see there are several categories where I can narrow down my search based on price range, hotel rating, location and even if pets are allowed.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Exactly, that's right. Every single amenity is hand-collected by our reporters and verified by our staff here. When we say that the hotel allows pets, we've actually gone to great lengths to verify that and ensure it's accurate and up-to-date. We are not just getting a data dump from some unreliable source and pushing it on to consumer. We are actually verifying all the information in every step of our process.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks Eytan!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eytan Seidman:&lt;/b&gt; Thank you Eric!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=476#MakeAComment"&gt;comment on the Eytan Seidman interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Other Recent Interviews&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-peter-linsley.shtml"&gt;Google's Peter Linsley, July 12, 2009&lt;/a&gt;&lt;/li&gt;
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&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
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(508) 485-7751 (phone)&lt;br /&gt;
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            <category domain="">Vertical Search/Travel Search/Oyster/Eytan Seidman</category>
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            <pubDate>Thu, 6 Aug 2009 14:02:55 -0400</pubDate>
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        <item>
            <title>Google's Peter Linsley Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: July 6, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
Peter is a &lt;a target="_blank" href="http://www.google.com/"&gt;Google's&lt;/a&gt; Product Manager for Image Search. Prior to Google Peter was at Ask.com working on Search Quality. Prior to Ask Peter worked as an engineer at &lt;a target="_blank" href="http://www.oracle.com/index.html"&gt;Oracle&lt;/a&gt; where he enabled &lt;a target="_blank" href="http://www.oracle.com/technology/oramag/webcolumns/2003/techarticles/rischert_regexp_pt1.html"&gt;regular expression support in SQL&lt;/a&gt; and developed a migration solution to convert databases to Unicode, both equally challenging and rewarding projects. Peter also worked with &lt;a target="_blank" href="http://www.gennick.com/"&gt;Jonathan Gennick&lt;/a&gt; and came up with a nifty book on &lt;a target="_blank" href="http://www.amazon.com/gp/product/0596006012/ref=pd_bxgy_img_a/102-5877908-6740136?_encoding=UTF8"&gt;Oracle Regular Expressions&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What are some of the basic on page things that you can do to optimize your image search results?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; There are a lot of best practices that we can touch upon, but I think I'd like to start off by describing the problem that image search engines in particular have. If you think about most web documents, they are to a certain extent structured data that we can crawl easily. The title and body of the page communicate a lot to the search engine. Think of a Wikipedia article titled "History of United States," which describes very accurately what you are about to read in the body of the page. The other thing that is key with web search is that they have things like backlinks and anchor text where you can get a read on what other people say about something in particular, in this case a Wikipedia page.&lt;br /&gt;
&lt;br /&gt;
When it comes to images, those signals are not always available. The crawler will have to look through the HTML, and it will find an image source tag. That's pretty much all it knows about the image except for the alt text, which is something you can put into the image tag. The best thing to do with that is to describe what is in the image as efficiently as possible.&lt;br /&gt;
&lt;br /&gt;
This has value in a lot of ways. I was on a local connection the other day, and as I was looking at a page for about 3 or 4 seconds as an image loaded up, and all I could see was the alt text. If you have images turned off or if you are visually impaired, or are using a text browser like the Lynx browser, the alt text is extremely valuable. In addition, if you hover your mouse over the image on most browsers, you can see the alt text.&lt;br /&gt;
&lt;br /&gt;
We like it because users can see it and it brings them value. I think a good practice is to use the alt text to describe what you can see in the image, and you can use that same text elsewhere on the page. It could be the title of the image or part of a caption. Getting back to how a crawler looks through a page, we see this image tag and we can see the alt text, but of course it doesn't say everything about the image that it possibly can. In Flickr's case, people will highlight parts of the image, and say something about a particular part of the image, but none of this is structured, and it's not really machine readable.&lt;br /&gt;
&lt;br /&gt;
We have to guess and also look at what text we believe can be attributed with that particular image on the HTML page. Another good, simple practice is making the title, description or caption of the image obvious to the user. Hopefully we'll be able to figure out which text is associated with that image from an algorithmic point of view, and rank it accordingly.&lt;br /&gt;
&lt;br /&gt;
One other good practice we can talk about is using the file name to label the image as well. If you include an image in multiple places on your site, or if other people happen to be including it on their sites, it's an attribute that's attached to the image wherever it goes. We certainly look at that too. There are a couple of things to note about the filename.&lt;br /&gt;
&lt;br /&gt;
One thing that comes to mind is that a lot of operating systems or web servers do not allow you to use other languages that cannot be represented in ASCII. There are operating systems and web servers where you cannot use certain types of text in the filename. So for a search engine to look at the filename and treat it as the best description of the image would be a mistake. There are also some people who can't accurately describe what's in the image with the filename in their own language, and that's one reason why we may or may not consider it a very strong signal as part of the ranking process.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So for the alt text would something like a "picture of Charlie Chaplin dancing in the moonlight" too long?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; No, I wouldn't say that was too long at all, and it's very descriptive. If you can't see the image, you can imagine what the image would be, and that's really the whole point with the alt text, you could consider it a replacement for the cases where you can't see the image. That sounds like a perfect example, it's very descriptive of what you would see in the image if you could see it. That's the sort of thing that I would definitely encourage.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; When does it become too long?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; Obviously there is no hard and fast rule. I would just think of how the user would feel about it. I think if it's a very long description of all the details of the image, it's probably something that would be more useful on the webpage itself. A good rule of thumb is just to say, here is what's in the image, and then you can put a title, caption, and description elsewhere on the page. I would treat it like an image title, and if you think about the title of an HTML page, I would give the same sort of treatment.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Along those lines, you mentioned the value of text like captions where your crawl will attempt to correctly associate with the image. Of course, that is general nearby text, but I think as you look a layer up you have just a general context of the page.&lt;br /&gt;
&lt;br /&gt;
In my example with Charlie Chaplin dancing in the moonlight, if the page is all about Charlie Chaplin and that's in the title and discussed in the article, then I would imagine all of this helps with the classification of what the image is about.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; Absolutely, there is no doubt about that. It does to the extent to which the image itself is very important to the page, and if the image was no longer on that page, it would lose the a significant amount of its utility.&lt;br /&gt;
&lt;br /&gt;
It's a very strong signal obviously, and it means we can start to take the context of the entire page into account.&lt;br /&gt;
&lt;br /&gt;
If you have a large image above the fold where you can see enough detail of the site, and you give it a very clear title and the page and image are clearly related to one another, this is all a very strong signal. The key here is to think of the user. When they land on your page, they know at a glance what this page is about and the image fits in as an important component of the page itself.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Let's say you had a webpage with an article with 10 paragraphs and it covers 6 different subtopics all related to one topic. If you have an image related to each subtopic, there is definitely context matched with content on the page, but it's not like the focus of the page.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; Yes. There are a couple of good things you can do here. Let's take something like a blog category page, where you go to My-blog.com/category/san-francisco or something like that, where you are seeing every blog post that happens to be tied with San Francisco on one page, but each post talks about different things. We usually are pretty good at figuring out what one section of the page is about and what image is associated with it.&lt;br /&gt;
&lt;br /&gt;
Then we find another section of the page and the content that can be associated with the particular image that it's using. Another good practice is having a permalink for each and every entry. If you think about the blog category page example, in a lot of content management or blog publishing systems, the title of the blogpost itself would typically be a link to a permalink page for that particular article. A good way of looking at it is if you do have links to the particular section that can really help us figure out what the canonical URL is for that image.&lt;br /&gt;
&lt;br /&gt;
There is no hard and fast rule. It's something I wouldn't worry about too much if it's intuitive to your end user. The goal for us is to try and figure out how to interpret that, and figure out which content is associated with which image.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; One of the interesting challenges you've outlined here is that you can't fully parse what the image is by looking at the image file itself. A lot of what we have talked about relates to developing a level of confidence as to what the image is about, so as your confidence that an image is about a certain topic increases, is that a positive ranking signal?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; Absolutely, yes. There are number of ways we try to figure out what an image is about, what the content is and whether it would match the intent of a search on our site. You've touched on one of the most fundamental problems, which is that machines find it difficult to read an image and know what it is trying to represent. Let's say I was out in San Francisco for the weekend, and I snapped a photograph of a shark jumping over the Golden Gate Bridge or something ridiculous like that.&lt;br /&gt;
&lt;br /&gt;
There is not much I have to do to tell the readers of my site what's going on here. I could just have a simple title that says wow, check this out, and then have the image there. The image will speak volumes, but there is nothing available for a search engine from a crawler or a machine point of view to be able to figure out what's going on there unless you actually start to look at the pixels of the image itself. So it is certainly all about our confidence as to how strongly we believe that we've figured out what's going on with the image.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; In the HTML world I always refer to this as having two dimensions. One is the relevance, and the other is importance, which relates to signals like links. In the image world you can envision that relevance and importance would certainly still be factors, but now you have the additional factor of confidence.It's a slightly different model, and because there are so many signals in the HTML world, that confidence is usually pretty high.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; That's right. People linking to your page, that's a vote for that page from an external source, but people don't typically link directly to your image, so it's really up to us to figure out when those signals are talking about the image and when they are not, and factor that into the algorithms.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; How does the importance of the webpage influence the ranking of images and image search on the webpage?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; It certainly is a signal that we use. PageRank is one of many signals that we consider, where people are just generally interested in that page, what it is talking about and how much of an authority it is. The value of a webpage can speak volumes about the images that it includes, so when we talk about image search from an SEO perspective, one of the best things we can say is all of the rules for web search apply. The goal here is to create a site that has a lot of unique and compelling content.&lt;br /&gt;
&lt;br /&gt;
The extent to which you are the authority on a particular subject and can talk about it in a compelling manner, will certainly start to provide a lot of signals that benefit the image as well.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So you have a page with really great content that has been rewarded with links from all over the web and has other positive external signals associated with it, and the benefit of those signals accrues to the images on the page.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; It certainly is part of the equation, yes.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; If you have a page with one, dominant image on it above the fold, I imagine that that gets a bit more attention then when you have 25 images scattered around the page.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; Our general belief is that we want to return pages that are going to be useful to the user. That's not to say that we are analyzing to see if images are above the fold and so on and so forth. It's more to focus on things that provide a compelling and interesting experience for our users, and hopefully a lot of the signals that we look at will start to point in the direction of this particular page by virtue of doing this.If you have an image-centric site, let's say you're a photo blogger or you run your own little stock photography site, it's a much better practice to bring the users' attention to that image immediately as they land on the page. Because we believe it will be a good user experience, we are more than happy to send our users to those kinds of pages. It's more about focusing on the user experience.&lt;br /&gt;
&lt;br /&gt;
We try to make sure that we return images for each query that are the best possible images out there. You can imagine there are plenty of pages that have many images on the page and are perfectly relevant to show for certain queries.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; If you have a page where the external links and the page title all match up and appear to be centered around on one picture, that's a lot of on-page focus.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; Definitely, and it's a very good user experience to boot.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Speaking of ways to get more data on what images are about, one of the more interesting things is the image labeler game. Can you talk about that a little bit?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; The inventor of the concept is Luis von Ahn, and there is a video of him discussing it that is &lt;a target="_blank" href="http://video.google.com/videoplay?docid=-8246463980976635143"&gt;really interesting to watch.&lt;/a&gt; The basic idea here is that there isn't a whole lot of structured data around images on the web. For a lot of people, it's a pain to label images. If you think about your own photo collection, I know I have tens of thousands of pictures in my photo collection, and I simply don't have the time to go about describing them. This obviously makes it very hard to search for images that I took 3 or 4 years ago.&lt;br /&gt;
&lt;br /&gt;
The basic concept here is to label images in a more effective manner. The idea is to present participants with an image and to also pair you up with somebody else online. You are not aware of each other, you are both looking at the same image and you have to start typing what you see essentially. Let's say you and I were playing this game and we saw a picture of a shark jumping over the Golden Gate Bridge, we'd start to type in things like Golden Gate Bridge and shark and so on. The better your tags match up the more points you get.&lt;br /&gt;
&lt;br /&gt;
You can imagine the net result here is you end up getting a lot of relevant tags, because the chances of us matching on something like Golden Gate Park if it is not relevant to the image are very, very low. If you could do this in a very scheduled manner and get a whole lot of images tagged this way, it's something you can imagine would be very useful for the search engine. The game is out there, and it's a whole lot of fun. If you haven't tried it, give it a shot. Without getting too much into the specifics, I guess I can say that the data we've got from this has been very interesting, and it's taught us a lot about how we can improve our search quality and results for our end users.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Just to elaborate on the game a little bit more, basically the closer the words that you associate with a picture are to someone else's description, the more points you get, correct?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; That's right. If you look at the leader board, you'd be amazed by the number of points that some people have accumulated over the years.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; You also make a special note of the people who earn the most points in a day as well, right?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; I believe that's presented on the site, yes.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; The other interesting thing is that you get paired with a different person for each image, so you don't develop this symbiotic pattern.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; That's right, yes. Part of the goal is to make sure you are getting a fair sample, so to speak. The other part of the game is that you can't communicate to this other player by making up tags. You'll only see the tags when you both match up, so it's a really interesting concept. It's really interesting to watch the original video of Luis von Ahn as he demonstrates it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; You said it has also taught you a lot about the world of images and how to evaluate that data, so in your mind can you say that it's had a direct positive impact on image search quality?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; Without getting into specifics, it has taught us a lot and given us a lot of useful data.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; A couple of years back we witnessed the advent of universal search, which was a big thing. One of the things that's been very prominent with that is images being served up in the regular search results. Over the years I have also seen that the amount of that integration has increased. You used to be able to type in something photography related, and you would occasionally get images, but now you get them much more frequently.&lt;br /&gt;
&lt;br /&gt;
You can also get images where you just infer what people really mean if they want a picture, a photo or an image. How has this impacted image search from a couple of different perspectives. - One is has there been a huge increase in people getting image results that they acted on? The other is, has it done a lot for traffic at original http://images.google.com?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; Just to give a little bit of background on the motivation there, while we do have an image search property, we found that there are a number of queries being received on web that either had direct image intent, much like the ones you described, or they would be best answered by an image. You can think of various examples for this, like we might infer somehow that somebody typing in Empire State Building is purely interested in seeing what it looks like, and maybe they wanted to visit a site that had a lot of pictures related to their search topic as opposed to a site that wasn't very picture or image rich.&lt;br /&gt;
&lt;br /&gt;
The idea is that if we believe an image would be a good answer for a particular query on the web, then we will just show them images. Image search provides the results for a universal search when images are shown, and I think it's fair enough to say that it really does provide a lot of exposure, given that it is shown for a significant number of queries. A lot of people are maybe not aware that we have image search, even though it's shown in the tabs across the top.&lt;br /&gt;
&lt;br /&gt;
It's second to web search in size, which makes it a really huge property, so it's a really good way of exposing that Google is searching content from all sorts of different verticals across the web.&lt;br /&gt;
&lt;br /&gt;
Certainly by virtue of showing this content we have provided the user with more options, and increased the chance they will find what they want quickly. Users are given two options when they see those units popping up, one of which is to click directly on a thumbnail and then get taken directly to the site that contains that image. Or they can click on a little link and choose to do the same query on image search. That then gives the user an option to focus on a particular image if they chose to do so.&lt;br /&gt;
&lt;br /&gt;
So there are certainly cases where it's bringing traffic into images.google.com, and hopefully we are satisfying our user's intent. If they end up figuring out their question could be answered directly through images. google.com, then that is fine too. The other case, of course, is queries where there are images that answer the question directly. This could be a query like "picture of mount rushmore".&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I understand that the results that you show in universal search aren't necessarily the ones that you show in an image search?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; That's true, that can happen. We believe the expectations are ever so slightly different between somebody doing a query on a web search and somebody doing an image search. When they are performing an image search at images.google.com it is clearly their intent to get images in response, which is not the case with web search. But there are other aspects of how their intent may differ based on the web property they use to perform the search.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; At this point you probably have significantly more images served up in web search than in image search.&lt;br /&gt;
&lt;br /&gt;
b&gt;Peter Linsley:&lt;/b&gt; Well, I think they offer two very different experiences. One thing we found is that for a lot of queries on image search people like to see a lot of images. Another thing is that a lot of queries are very subjective in nature. You might do a query for something like waterfalls, and you have in mind the kind of waterfalls that you want to see or the kind of site that you want to navigate to, but it's very difficult for a search engine to know exactly what you are after ahead of time, which is essentially the goal of web search of course.&lt;br /&gt;
&lt;br /&gt;
So there are cases where 3 or 4 images just don't cut it, but universal search offers you that ability to dive into that image-centric experience, where you can jump right into the property and you can page through hundreds and hundreds of images.&lt;br /&gt;
&lt;br /&gt;
People can consume image snippets at a much faster rate than web results, where you have to click through and evaluate each site and its content, so I think they complement each other very well. There are queries on web search where we believe users might be interested in seeing images as the answer to their question, but it also offers the ability to dive in and have this very image-centric experience in the property.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Now what about the bane of all search, which is spam? What sort of issues do you face with spam in image search?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; For the most part, image search can inherit quite a lot of the work from the web spam team at Google, who do an incredible job of identifying pages that are not really in the best interest of our users, and taking appropriate actions. That's something that we inherit directly at image search. We know we are associated with a particular webpage, because that's where we take you after you click on the result. For the most part, I think we inherit that, meaning the best practices that you can read on the website and talk about on the web all pretty much apply to image search.&lt;br /&gt;
&lt;br /&gt;
The other thing to add to this is that it's very easy for the average consumer to go and get a nice camera and take unique content, so it's quite easy for you to go out and create some unique content. We believe that if your motivation is to get traffic then just put out some unique content, then it shouldn't be that difficult.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Let's talk a little bit about things that are coming in the future. One of the obvious interesting things is scanning and extracting information directly from the image; and you can talk about facial recognition software or optical character recognition software, and various kinds of tactics. But I want to get your view on what's exciting in that area and what kind of things you think could happen?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; Image search is certainly a really interesting property, and it's growing very rapidly. But, more importantly, so is the world of online images, especially as it becomes easier for your average user to take photographs. A digital SLR camera would have cost me thousands of dollars several years ago, but now it is much, much cheaper, so it's becoming much easier for your average user to get hold of cameras that take really high quality images. The cameras that are in cell phones are becoming better and better, which translates into a whole lot of really nice, unique online content, and it is our goal to organize and present that content to users when we believe it's the best possible image for that query.This is just absolutely exploding. Not too far in the future, people will be able to take a photograph and their wireless SD card will simply replace upload their photos directly to the web and publish them instantaneously. Pretty much every image you take is unique. You can imagine the world of images is just absolutely exploding right now, and right now we look at the hundreds of billions of images out there that we are trying to organize and index.&lt;br /&gt;
&lt;br /&gt;
You can imagine it becoming trillions of images in the not too distant future. Then the question of course will be how can we organize all of this content. So a lot of our focus is on where we think this industry is going, and where we think the area is going. Certainly you can imagine the amount of effort it takes to write up a nice webpage and put tags, a title and all your alt text on it, but most users are lazy and they just don't really have time to do this. We are very, very interested and excited about the future of computer vision, visual search as we call it, which involves looking at the pixels of the image and trying to figure out what's going on, and trying to associate that with the user's intent. It is definitely an area we are very interested in. On the flip side, you can also see a slightly broken paradigm. If somebody has an intent to see an image, why does the intent have to start with a text query in a query box?&lt;br /&gt;
&lt;br /&gt;
Why couldn't they just describe the image they are looking for in other, more visual ways? This is another area that we are very excited about, and you can see the initial fruits of this labor in the &lt;a target="_blank" href="http://similar-images.googlelabs.com/"&gt;Similar Images&lt;/a&gt; launch, which was launched last month. This allows you to look at search results and explore particular genres of images in more depth.&lt;br /&gt;
&lt;br /&gt;
You can do a query like Paris, and you could imagine a good search engine might show you an image of Paris Hilton, Paris, Texas, and a picture of the Eiffel Tower. With Similar Images you can dive into a particular image, and take along an image as a supplement query with your text query. This will allow you to be able to dive into that space and see images that are very similar to the Eiffel Tower image that you just clicked on.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So you are using the image at that point as the next search query?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; That's right, that's exactly how we look at it. We think it's a very exciting space and we think it will help answer a lot of our user' questions when they just can't quite figure out how to describe the image they are looking for. Plus, certainly the area of computer vision is something we are very interested in, and we think it's going to be able to provide answers to the numerous questions that our users have as they arrive on our site.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I've heard that facial recognition software is already in use.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; If you are a Picasa user, it is possible that you have already used this feature. It's a very interesting way of tagging your images. Say I have photographs of my family members, Picasa will come back and tell me who this person is and we'll go and tag all of my images of this particular person. It's really cool technology, and I am sure you can imagine we'd be very interested in how this technology could be used in image search itself.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Somebody might type in "thomas jefferson headshot" as a query. You would want to be able to distinguish between full body pictures and headshots, right? So I think that is an example of a pretty specific thing that is of interest.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; One of the other things we launched relatively recently was the ability to filter your results down to images that just contain faces. That's made available in the dropdown page, so it's something that we are already doing today. I think you can imagine a whole lot of extra similar filters being useful to end users as well.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Is there anything else you would like to add?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; One topic that I am personally interested in is the area of outreach, and we are really interested in hearing more from webmasters about some of the issues they've perceived with image search and how we can collaborate with other search engines to try and help resolve some of these issues. I could think of a lot of examples in the web world where representatives from Google and other search engines have been up at search conferences, and they listened to the audience and helped them resolve problems that they may have had.&lt;br /&gt;
&lt;br /&gt;
Most recently you can think of the canonical link tag , which is allowing webmasters to tell Google that this is the one URL we want you to index and treat as the canonical. The Sitemap is another good example to help the webmaster tell search engines more about their content and how to best crawl and index it and so on and so forth, so I am really interested in hearing more from webmasters who have image-centric sites or images on their sites.&lt;br /&gt;
&lt;br /&gt;
There could be various ways that they think they can help us improve their ability to get images indexed and ranked and improve our end user experience at the same time. I am really excited to get more involved with the webmaster community as we go forward. We will be doing a lot more outreach from the image search team and just listening and trying to make it a win-win situation for everybody.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What is the best way for someone who has an image search question to get in touch with the right person on the image search team?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; We have the Google Web Search Forums, which are monitored. Various members of the image search team drop by, and we pretty much follow and respond to every image search related question, so I would suggest the so I would suggest posting your questions there.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks Peter!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Peter Linsley:&lt;/b&gt; Thank you, Eric!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=463#MakeAComment"&gt;comment on the Peter Linsley interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Other Recent Interviews&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-dennis-mortensen-051909.shtml"&gt;Yahoo's Dennis Mortensen, June 15, 2009&lt;/a&gt;&lt;/li&gt;
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&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-cedric-dupont.shtml"&gt;Google's Cedric Dupont, February 4, 2009&lt;/a&gt;&lt;/li&gt;
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&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting&lt;br /&gt;
(508) 485-7751 (phone)&lt;br /&gt;
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            <category domain="">Web Marketing/Search/Google/Image Search/Peter Linsley</category>
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        <item>
            <title>Yahoo's Dennis Mortensen Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: June 15, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
Dennis R. Mortensen is a pioneer and expert in the Analytics industry. He is an accredited Associate Web Analytics Instructor at the University of British Columbia, the Author of &lt;a target="_blank" href="http://visualrevenue.com/blog/yahoo-analytics-book"&gt;data driven insights with Yahoo! Web Analytics&lt;/a&gt;, and a frequent speaker on the subject of analytics and online marketing. Mortensen is an Entrepreneur and was the COO of IndexTools until it was acquired by Yahoo! Inc., in May 2008. Today he is the Director of Data Insights at Yahoo! and sits on the Board of Directors at the Web Analytics Association, and he maintains the highly popular analytics blog, &lt;a target="_blank" href="http://visualrevenue.com/blog/"&gt;VisualRevenue.com/blog&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you start with an overview of what has happened to IndexTools / Yahoo! Web Analytics is since the acquisition of IndexTools last year?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; We were acquired on May 9th, 2008, and we are now one year into the integration project. We did a first simple update five months after the acquisition, which was renaming and re-branding the tool to Yahoo! Web Analytics plus a number of minor adjustments. This including a couple of new features that was supposed to come out in the upcoming IndexTools version that was on the verge of being launched anyway.&lt;br /&gt;
&lt;br /&gt;
We then spent the last 7 months retooling this from the bottom up, meaning that we are now extremely close to being able to disconnect and shutdown the IndexTools data centers and move all legacy clients over to Yahoo. We are moving forward on having a completely different level of scalability, both from a vertical and horizontal point of view.&lt;br /&gt;
&lt;br /&gt;
From a vertical point of view, we are now able to take on very large clients. From a horizontal point of view, we can now take on a lot of clients. Not just having 5,000 clients, but knowing how to handle 50,000 or 200,000 clients is what aspire to. At the same time, with Yahoo! Web Analytics version 9.5, which just came out on April 28, we managed to include a number of very interesting points on the front-end, including demographic dimensions.&lt;br /&gt;
&lt;br /&gt;
This is not just demographic reports, but actually true dimensions within the analytics engine. This is also true for the new psychographic dimensions we included. We also introduced new visualization capabilities from a tool that we previously called Rubix, which IndexTools had been developing on. We've moved that into Yahoo! Web Analytics now. We also came out with new negative segmentation opportunities. For example, you can now look at people who did not buy, or people who bought but paid less than $100. This is the reverse attitude of the segmentation process that you usually do. Finally, we are rolling out the new version of the tracking code, which is version 5.&lt;br /&gt;
&lt;br /&gt;
This version is now served off the Yahoo infrastructure, and of course it has a completely different level of stability. All in all, I think we have around 30 smaller updates. We also increased the number of actions (or goals as it is called in GA), to 50. We also included 38 custom fields for everybody, not just the selected enterprise segment, so now this is not a professional services request; it is something that's included into the tool. We also actually managed to re-brand it into purple. :-)&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What's the use of the tool if it's not in purple?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; You and I know that it does not mean anything, but funnily enough this is something that people notice, and it's a very good indication of us truly moving from IndexTools to Yahoo! Web Analytics. Most people seem to believe (and fairly so) that it is accurately handed over to Yahoo now.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I am sure that's a goal you personally have been pursuing with some passion.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; Very much so. I think the finest task of entrepreneurs who have been working on a startup is to make sure that they actually end up handing over the keys to the acquirer so they can run the machine. I have personally been working very hard in getting us to the point where we could say we did the job and we did it very well.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What are your thoughts on the impact this product will have on your competition in the analytics space?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; Before I answer that directly, let me try to answer it a tad indirectly first. I believe it's almost naive to think that any media company can be in business without providing some sort of data back to its customers. You get reporting back if you buy a newspaper, TV or radio ad, so companies like Yahoo, Google and Microsoft need to do that as media companies as well. What happens at the same time of course is that you have a set of companies providing independent data collection and independent reporting; such as Coremetrics and Omniture.&lt;br /&gt;
&lt;br /&gt;
We need to look at it from those two viewpoints. So, coming back to your question; in regards to the media companies, I don't really think that it means too much. I don't believe that people will choose Yahoo! Media over Google Media based upon the type of analytics that we provide. They will just expect us to provide an average or an above average level of reporting and/or analytics.&lt;br /&gt;
&lt;br /&gt;
It's important that people understand that even though we collect and report honestly, you can present data in any number of ways, still being honest, but still favoring towards your own business. Look at a simple question such as attribution. If I spend $100,000 on search advertising and use Google Analytics, search will probably look more successful than it really is by the pure fact that they tend to report on last click attribution, and this is especially true if I've compared that to display campaigns.&lt;br /&gt;
&lt;br /&gt;
If you look at Yahoo! Web Analytics, we provide multiple attribution models, including the original referrer. The original model is typically the one that comes in from display, which is media that Yahoo is very good at. I am painting a different picture of the same dataset, and I think you'll see the different media companies do that to some extent. So to conclude, that's one part, where you'll see us compete, namely on the type of insights that we provide to our customers.&lt;br /&gt;
&lt;br /&gt;
On the other side, I think you will see independent vendors really have to expand on their products, because Yahoo! Web Analytics and Google Analytics are getting more feature rich. The technology is simply becoming better and better, but that said, I would like to confirm that we are not out to compete against or replace The Coremetrics' or the Omnitures. We are simply there to provide the best possible insight to our customers. That might happen to be somebody who is using Omniture and might choose to use our product instead, but that's not really the goal. We just want him to be enlightened.&lt;br /&gt;
&lt;br /&gt;
What happens then, and the reason that they have to expand on their product portfolios, is that all of a sudden we will do things with our analytics products that they simply can't do with, such as Yahoo! demographic information. It is something that only we can do, and Omniture or Coremetrics can't do this, because they don't have access to the rich dataset of user behavior on Yahoo! web properties. They need to figure out other ways of being competitive, and I think that's their task.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Let's dive into the demographics features in a little more detail.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; Let's just provide a quick example so we know what we are talking about here. Let's say that I am a customer of Web Analytics provider X. The way that works is that I will call up my vendor and he will provide me with a JavaScript data collection tag. I'll put that on my website, and by doing that I will start collecting data. Then it essentially takes data that I have and sends it to my vendor, who, to put it simply, will then reformat it and send it back to me.&lt;br /&gt;
&lt;br /&gt;
If I send him 10 data points, he will then send me 10 data points back. What media companies can do is collect the 10 data points, but then add 5 more data points and send 15 data points back. Thus, you also get insight on some information that you didn't have access to before. We've tested this out in the release that came out April 28 with a number of dimensions such as age, gender and interest groups. This way we get an opportunity for everybody who bought this specific product to tell us what they thought the best converting segment was, and you would be able to know that it is females age 25 to 34, interested in politics and so forth. (Editor's note: here is a sample screen shot:)&lt;br /&gt;
&lt;br /&gt;
&lt;table&gt;
  &lt;tr valign="top"&gt;
    &lt;td&gt;
      &lt;img src="http://www.stonetemple.com/images/ywa-age-gender.jpg" align="left" alt="Age and Gender Screenshot" /&gt;
    &lt;/td&gt;

  &lt;/tr&gt;
&lt;/table&gt;&lt;br /&gt;
&lt;br /&gt;

&lt;b&gt;Eric Enge:&lt;/b&gt; How many different kinds of data points are you supplying that type of data on?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; We came out with 4 new dimensions, the first of these are gender. Age is second, and as a FYI we provide 5 age groups. The reason for doing this is that we are not just doing this on Yahoo! specific traffic. You can buy an advertising campaign off the New York Times, and we can actually measure against the dimensions of the 10,000 visits that you'll get from that. That's why we have fewer groups, so we are actually able to come back with some decent information. Then we have 16 interest groups, including politics, sports and entertainment, among others. Just as a positive note; we are actually trying to expand that all the way up to 377 interest groups, but it's something we are still working on.&lt;br /&gt;
&lt;br /&gt;
Finally, but perhaps not as interestingly, is that we still provide information on what type of Yahoo! properties people visit. You might look at a section on your site and you'll see that you have a large percentage that uses Yahoo! Finance, Yahoo! Sports, Hot Jobs or something like that. That's probably less sexy, but still an interesting marketing data point.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; How many of those do you have?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; In the hundreds.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What's the basis of how you are assembling the data? Are you doing that by seeing who has visited a website, and then matching them up with data you have because they have visited other Yahoo properties? What are the mechanics of all that?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; Without getting too nerdy, it is based upon the fact that we have a huge sample of visitors that we have insight into and who come to one or more of our properties every month. I think the last public number was 550,000,000 unique visitors every month. That is a huge sample. If you just think about this, the guys over at Compete are using a sample of perhaps 2,000,000, and they provide some pretty good information actually.&lt;br /&gt;
&lt;br /&gt;
 Some of the visitors we will have more information on than others (all anonymously of course), and some of them we won't have any information. That means that I won't have information on all visits, but I will have it on some of them, and some of them are enough for me to provide statistical significant reporting back to you. Just to elaborate a bit on that, we actually provide a very honest way reporting on this, something that we call confidence level, which you can set yourself.&lt;br /&gt;
&lt;br /&gt;
First of all, we are very eager to make sure that we keep our high level of privacy, so you can't report on anything with less than five visitors. With our tool you can actually filter down to a single visitor, but if that happens, I won't report on these new dimensions such as age, gender and interest because of privacy. Anything less than five, we don't report on.&lt;br /&gt;
&lt;br /&gt;
You might look at 40 visits from within the last hour and I might not have information enough to provide you with the default confidence level. You can then choose to decrease that confidence level within the tool, and that will essentially provide new reporting back to you on the fly. The reason for that is that sometimes you would want to have a very high confidence level. That could be when you choose how to spend the amounts in a budget; because you want to be sure that you are spending it wisely. Other times it might just be a simple non significant redesign where you need to get an indicator of whether you want to go left or right, and you might be happy with the confidence level at 70%. So this is something you can setup in the tool, and you can use it for different purposes.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; How is this integrated into the tool itself?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; The really cool thing about this is that there is nothing to install once you've been upgraded to the new tracking code. That means that all the clients that we signed up since the acquisition didn't have to do anything, because they were in a new tracking code to begin with. The legacy clients, as I said earlier, have to be moved over now, so within the next couple of weeks they will have the opportunity to move over to the new tracking code as well.&lt;br /&gt;
&lt;br /&gt;
If you use that, these data points are attached, not collected, because this is information we have already. They are appended to your dataset without you having to do anything. We will give you a couple of reports right out of the box, including an age report where you simply get the distribution and a split on a gender report. You can also see this on the two dimensions at the same time in a matrix. We also give you an interest report because that's a good way of getting started so you can see what your segments are.&lt;br /&gt;
&lt;br /&gt;
That said, the most powerful fact, in my opinion, however, is the opportunity to use these in filters. You might look at sales from yesterday for a specific product, a specific campaign or a specific section of your site. You can choose to filter by these dimensions. If you want to look at the sales for these specific products, you can filter it by gender and then you will get specific information for those products, which might be very different than for other products. So it's not just about giving an overall average for the whole site, it's an opportunity to use this wherever you see fit throughout the tool.&lt;br /&gt;
&lt;br /&gt;
People might compare this to what they saw in the now discontinued Microsoft adCenter Analytics, but they provided a couple of reports out of the box. We were very eager to make sure that this was not just about a set of fixed reports, but actually a true opportunity to use those dimensions within the reporting system.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; As you've always said, even from the early IndexTools days, you were never interested in helping people do &lt;a target="_blank" href="http://visualrevenue.com/blog/2007/09/web-analytics-report-surfing-and-how-to.html"&gt;report surfing&lt;/a&gt;. The goal was to give them a tool where they could build their own queries and do their own thinking. You've been consistent with that here it sounds like, because the ability to track these metrics in the filters is very interesting. You can see how many sales you've made to people of a certain age over a specific period of time, and you can see if your sales become very centric on a certain age group over that time period, for example.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; Exactly. Let's use something simple here. Let's say you have a 2-year old website, with 20,000 visits whose visitors are spilt 50%-50% between men and women. Then you look at your sales, however, and you might figure out that it is fine that you have an even gender split for traffic, but 90% of your sales are coming from females, and that is an insight you can actively use for changes. Not just that you have an even split, but that the sales are coming from one specific demographic. Then you can start to figure out how to deal with that problem specifically. You might even increase spending on some campaigns, and decrease it on some on the others.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Or you can just change the focus of the landing pages.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; Indeed!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; There are a number of things that you can do with that kind of data, and there are a couple of other things that you mentioned that peaked my interest as well. You talked about negative segmentation. Can you expand on that a little bit?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; Usually when people think of segmentation, it's about including things such as people from New York or people who looked at a specific page on the site. That's how we tend to think of doing segmentation. What we've included now is what I call negative segmentation. Making sure that you do everything but this defined thing; I might for example like to see people who did not read about shipping details. I might want to see people who didn't come from New York, where we have an offline store. Negative segmentation is a powerful new way of trying to get insight on your visitors.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I can imagine there are an awful lot of things you can do with that. You can certainly combine negative segmentation with positive segmentation, for example.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; Exactly. You can choose to look at people who bought something, but didn't look at the shipping details.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; If you see that 70% of your abandon rate happens after people look at your shipping charges, you can decrease the price of shipping, but you can only do that by doing some of these comparisons.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; Agree.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you talk a little bit about the new path analysis details as well?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; As you know, there is a huge debate in our little analytics community on the value of path analysis in general. Some people say that it's completely bogus, some people say it provide decent insight, and then we see some people simply use it to figure out how people navigate, where people drop off and essentially to get insight into how people go around their site. I am not advocating path analysis, but I'll tell you what the new edition includes.&lt;br /&gt;
&lt;br /&gt;
What we had before was an opportunity to see two levels deep, and only ten steps on each level. What I am talking about here, when we say path analysis is for example, that when you can look at the last five steps in an e-commerce funnel, and before people move from checkout to payment, you have a drop off of 60%.&lt;br /&gt;
&lt;br /&gt;
Since 60% obviously didn't go down the funnel, they clearly went somewhere else. You want to investigate where they went, and for that you can drill into the path. First of all, the new path analysis is a Flash Application. So you are thrown into a Flash app within our UI, which you can actually expand into full screen and really work the path analysis. You can now choose not just to see one or two steps, you can drill into endless steps.&lt;br /&gt;
&lt;br /&gt;
Let me expand on this a little bit. Say I want to look at the 30 pages that my visitors go to on my website, I can actually now work the path analysis much more visually, because you can move items around. If you imagine an elastic spider web, that's kind of how it looks and that's how you can navigate around it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; There is a lot of flexibility in how you route it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; Yes. You are not limited to two levels anymore. This is very flexible and unlimited levels now, plus you can expand it and work at full screen, so all your work canvas is the path analysis.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you speak a bit about the changes in visualization techniques?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; Most people will agree with me that most analytics applications are set up in essentially the same way. In the upper left corner you have a calendar, below that you have a menu with a number of reports that you could choose. On the right-hand side you have a chart, below that you have a set of row-based data. That's how you build up an analytics application, and that's all good and fine, but what we are trying to do with this new version is improve the chart itself.&lt;br /&gt;
&lt;br /&gt;
Let's say you look at visits for the month of May, you'll have that as a bar chart, and you'll have visits on the y-axis and the dates on the x-axis. You'll also have a number of bars illustrating how many visits you have for every day. That's fine, and it used to be static and illustrated very nicely, but we've turned that into an active component now. That means you can expand on it and chose how you want to visualize it.&lt;br /&gt;
&lt;br /&gt;
You can turn it into a trend chart, a bubble chart or into a bar chart and work it that way. That is not the powerful thing here though, the powerful thing is that you can choose to work with multiple metrics at the same time in the chart. I might customize the reports, so I can have visits, time spent on the site, bounce rate, average value per order, and a number of other metrics as well. What I can now do is choose how I want those to be visualized in the chart. I might want to visualize two or three of them at the same time, trying to spot a potential correlation.&lt;br /&gt;
&lt;br /&gt;
I might want to use bar charts, but I want to color them based on the bounce rate. So if there is anything out of the ordinary, I will be able to tell from the chart itself. We even expanded it to the point where people are actually able to apply notes to elements on the chart. You can start writing notes on the chart, that's how flexible we've made it, and when you are done it works just like it did before.&lt;br /&gt;
&lt;br /&gt;
I think we all agree that we can have data that might provide insight, but I can't visually see it because I have too many numbers to process in my head. I can keep drilling down until I get it, but if you have the right visualization opportunities, sometimes you can very quickly gauge where you have issues and then you can start working on them. Visualization is not all about coolness, I think it's actually a pretty essential element to have. Most people have charting of course, but I think we tried to take it just one step further. Not magic yet, but just one step further.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Is the tool going to be available on an open basis to non-Yahoo advertisers?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; I believe there is an understanding in the market that we are supposed to become a free for all tool like Google Analytics, and thus creating a head-on competition. There is nothing more fun than a competition, but that doesn't mean that it's the right thing to do however. At the current time we have no intentions of turning this into a free for all solution. Don't expect us to put up a webpage where you signup, you get a JavaScript and then you can go track your website. That's not really what we are shooting for.&lt;br /&gt;
&lt;br /&gt;
We are looking for opportunities to connect with advertisers and publishers in the sophisticated end of the market. That means we'll probably not ever get to the million accounts, or however many accounts Google Analytics has, but that's not really our target anyway. If we can just capture the head- and torso end of the market, we've pretty much solved what we set out to solve. That said, it doesn't mean that you necessarily have to be a Yahoo! customer in the long run. Right now you need to be affiliated with Yahoo! in some way, shape or form in order to get access to an account, but this is something that we are expanding upon all the time.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What will be coming down the pike next?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; That is a very good question, but it's something I would have had an easier time responding to when we weren't Yahoo!. Now, we have legions of communication and legal folks that make it more difficult, but I think one thing that I can safely say is that you will see us keep appending the data with more and more information simply because of the power of combining a data company with a media company.&lt;br /&gt;
&lt;br /&gt;
I think that's a safe bet. Another safe bet is the idea of combining post-click and pre-click data information, so you can see what people were doing before they arrived at your website. Just to give you an example if it doesn't make sense. Some people are actually searching for you or for your products and you will be in the SERP results, perhaps not on page-1, but you will be in the results. I'll be able to tell you information on their intent before they even visited your site, such as search phrases that they did not click on.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. Like a search funnel.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; That could be one thing, yes. Sometimes people search with seven different phrases. They end up with the last one, and that's the one they click on, but you have no insight into what happened before that. I think what is happening before that story is something we might want to move into.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks Dennis!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Dennis Mortensen:&lt;/b&gt; You are most welcome Eric!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=460#MakeAComment"&gt;comment on the Dennis Mortensen interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Other Recent Interviews&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
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&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting&lt;br /&gt;
(508) 485-7751 (phone)&lt;br /&gt;
(603) 676-0378 (fax)&lt;br /&gt;
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        <item>
            <title>Enquisite's Richard Zwicky Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: June 8, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
Richard Zwicky has been involved in search marketing for 10 years, starting in the late 1990s. He started in the industry by managing the online campaigns for his own successful e-tail operation, which quickly led to developing Metamend, a leading search engine optimization firm which he co-founded in 2000. As CEO for Metamend, he managed and led the optimization campaigns for web properties ranging from SOHOs to Fortune 500 sites.&lt;br /&gt;
&lt;br /&gt;
He split Metamend and Enquisite into separate companies in 2006, as Enquisite's services are designed for use by any SEO and SEM. Today, he is leading Enquisite, which recently released its first products. Richard's work is focused around helping search marketers manage campaigns more easily and with greater success. Richard believes in long-term successful campaigns that are built from the ground up, and are never caught flat-footed by shifts in search engine algorithms or by regional variances in search user behavior.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you tell us a little bit about &lt;a target="_blank" href="http://www.enquisite.com/products/optimizer/"&gt;Enquisite Optimizer&lt;/a&gt;?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Richard Zwicky:&lt;/b&gt; Enquisite Optimizer is built from the ground up for search marketers. I used to run a lot of campaigns and it was always frustrating and time-consuming to get the right data out of existing web analytics. It was even impossible a lot of the times because, quite honestly, the focus in most analytics products isn't on the organic search marketing campaigns. They are focused a lot more on paid search. The legacy of analytics products goes back to the days when IT needed data about page load times and information like that, and they have continued to be built on that foundation.&lt;br /&gt;
&lt;br /&gt;
We came at it from a completely different angle, and developed a new way of collecting, processing and reporting the data to help the search marketer understand that they needed to do the job more efficiently and deliver higher value to their customers from a variety of perspectives.&lt;br /&gt;
&lt;br /&gt;
Our long tail analysis was one great example of that. People like &lt;a target="_blank" href="http://www.seomoz.org/team/randfish"&gt;Rand Fishkin&lt;/a&gt; were always looking for better data about the long tail of the campaign they are running. They want to know how to visualize it, understand it and understand its shape because a good site has a very standardized traffic shape and pattern for its tail's traffic, whereas tails from sites that are less well-optimized don't follow standard form.&lt;br /&gt;
&lt;br /&gt;
But you can't see it unless you visualize it, you can't understand it or know how to deal with it. So we built that element of the report incorporating the long-tailed graph and you've got the choice of long tail or amounts of overlays, so now you can visualize where your traffic is coming from as well. But we built it using the logic behind how you would run a campaign. Of course, different businesses have different needs. For example, a retailer that sells only within the US will not care about search traffic coming from anywhere else. They want to understand what is coming from the US. You should be able to analyze that and turn that data into action. The application is built so that you can segment and break out your traffic by the logic with which you actually went into business. You can segment geographically down to the zip code level.&lt;br /&gt;
&lt;br /&gt;
As another example, a standard analytics package will give you which phrases bring users to your site and which search engine sent those users. We make it possible for you to segment your visitors by which webpage they landed on, from what geography and from a variety of other parameters. So you really get what you want the way you want it. If you are am SEO firm, you might want to target the word organic and find out all the different the different ways that people are using organic to arrive at your website (long tail segmentation). Show me all the strings that include the word organic, show me what that tail looks like or show me just everything that includes the term SEO.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So you can specify a stem like you can in &lt;a target="_blank" href="http://www.wordtracker.com/"&gt;Wordtracker&lt;/a&gt; or &lt;a target="_blank" href="http://www.keyworddiscovery.com/"&gt;KeywordDiscovery&lt;/a&gt; fashion?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Richard Zwicky:&lt;/b&gt; Exactly, but it also provides analysis as well. Simply because you are getting traffic doesn't mean that it is good traffic. One of the other challenges that marketers have is the ability to see what the traffic really looks like and to understand what part of that traffic is actually meaningful and relevant. If you are a retailer, you would care about conversion; if you are a publisher, you would care about page views and time on site; Enquisite Optimizer discovers and reports on what is optimal on a site-by-site basis. It compares all of your referral traffic to identify optimal patterns in terms of the user behavior and which traffic has the highest potential and which one has the lowest. Just because you are getting a lot of traffic for a term, doesn't mean it is actually ever going to result in conversion.&lt;br /&gt;
&lt;br /&gt;
There is a mathematical process where you can show what the normal traffic for conversions looks like and what other traffic matches up. You can actually target the right terms for the right pages and do better job of shaping your traffic. This saves you from trying do it yourself with trial and error, which might take you months. But with our system, it will show you that information and within a couple of days you will start seeing patterns of what is normal and what is optimal. Then all of the sudden it's helping you make those decision so you can get on with optimizing and building your campaign out as opposed to sitting there and trying to figure out what to do next.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; You mentioned a little earlier that the shape of the long tail curve behaves differently for sites that are less well-optimized. How is it different?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Richard Zwicky:&lt;/b&gt; It's actually quite interesting. Normally, there are a very few search terms that bring large amounts of traffic, and there are a much larger number of terms that bring in relatively smaller amounts of traffic (each). As it turns out, the cumulative value of all the low volume terms is about 70 to 75% of your total traffic. In other words, the number of smaller traffic terms is so large that they cumulatively deliver more traffic than you high volume terms.&lt;br /&gt;
&lt;br /&gt;
But the tail in a poorly optimized site is constructed slightly differently, with much more of the search volume going to the high volume terms, and with a much smaller tail. If you target a term like blue shoes, you need to understand all the variations of the ways it may come up. You want to be able to capture things like blue tennis shoe, blue running shoes, blue canvas shoes, blue leather shoes, blue suede shoes.&lt;br /&gt;
&lt;br /&gt;
That is part of your site's referral tail that a lot of times people don't optimize properly against, but as soon as you start recognizing these terms, you are not just getting those variations but you are getting blue canvas, blue canvas deck shoes, which starts building it out more and more. And that's what you see in a well-optimized campaign, you see that rich variation of terms also focused on certain themes, but all pointing back to the same core term that you want to capture.&lt;br /&gt;
&lt;br /&gt;
As people start building, constructing longer and longer search queries, they are getting more and more definite about what they are looking for. And the reason they are doing that is because they are highly motivated, they are looking for what they want, and they want to get on with it, they want to purchase it, they want the information about it and they want to act on it. And when your tail is properly constructed, you are capturing all those variations through the optimization of your site and you are actually able to see it reflected in the tail.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So in a well-optimized site, you might have 70% of your traffic coming from a long tail, but on a poorly-optimized one, it might be the opposite.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Richard Zwicky:&lt;/b&gt; Yes, that's a good way to put it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Being able to visualize your own long tail is huge because a lot depends on if the site is optimized properly or not.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Richard Zwicky:&lt;/b&gt; There are still opportunities to grow and improve on any site's long tail, even though if it is already well optimized.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; The way you collect data is through JavaScript on the publisher site?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Richard Zwicky:&lt;/b&gt; Yes, we provide every website operator unique JavaScript for their site. They put it everywhere in their site, not just on particular pages. And the reason for that is we provide the user behavior analyses to help give them more information. What is nice about it is two-fold. The JavaScript is actually served off with the &lt;a target="_blank" href="http://www.akamai.com/"&gt;Akamai&lt;/a&gt; network, so instead of having to log all the data to one central point we can use the nearest server that Akamai has, which makes it very responsive and very robust. This generally provides a load time of 12 milliseconds or less for anybody on a broadband connection anywhere on earth. And this means that we don't miss data even if people start loading a webpage and click the first link to move on, prior to the page fully loading. Because we have already captured the log information on their behaviors, we can report on it, and add value to our clients.&lt;br /&gt;
&lt;br /&gt;
This also means that we don't have to go to sampling to fill in any gaps, which is a critical issue with some analytics. So we know that when we are reporting we know it's accurate and comprehensive data we saw and that the customer would actually receive as opposed to any hypothesizing or extrapolating to complete a picture. This also means that you don't have to worry about whether or not 10% of the data is missing. That 10% can be crucial. In this case, there is nothing missing. The only thing that would cause data to be missing is if the visiting user has disable Javascript in their browser. The other advantage we have is that we provide a single JavaScript tag for everywhere in your site. So when you want to analyze outcomes, conversions, actions or anything like that, you don't have to modify the script on a page-by-page basis. You just can figure it out once, and you can specify what events you want to track and then go backward and look through all the data.&lt;br /&gt;
&lt;br /&gt;
You actually collect everything with that one JavaScript tag. If you have had the tag in place for a year, and then you realize you want to do a new analysis of the data over the past year, you can do that. This is not easily doable in many web analytics packages. Additionally, the JavaScript tracks sessions across multiple visits so you are able to understand attribution over time, not just attribute all your sales to the last click. If somebody came back twenty times and finally made a purchase, you can see how they first got there and when they came back the second, third and nineteenth times. This way you can actually understand how all of your online marketing efforts start fitting together, and that's incredibly valuable.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Let's talk a little bit about Enquisite Campaign.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Richard Zwicky:&lt;/b&gt; Thanks! We are getting phenomenal feedback and response from the people who have been using Enquisite Campaign as beta testers in the lead up to launch, which occurred on May 19.&lt;br /&gt;
&lt;br /&gt;
In the search marketing industry, by which I mean the paid side of search, the market has a very straightforward business model that everybody can understand. That is that you invest a certain amount in paid search and your agency gets compensated a percentage of that amount for managing your spend. The more successful they are, the more money you will spend in the future, and the agency succeeds as well.&lt;br /&gt;
&lt;br /&gt;
On the organic side of the business, everybody is always negotiating for fixed-rate contracts. And this is fine, except for the fact that it's very hard for anybody to understand the true nature of the opportunity or forecast what the contract should look like, or how much effort is really required to succeed.&lt;br /&gt;
&lt;br /&gt;
Also, a fixed-rate contract is disincentive to perform at a certain point, because a lot of SEOs can deliver a ton of tremendous positive value, but they don't get paid more for finding that other opportunity and driving all this new business into the customer. Having a fixed rate contract can be almost counter productive for them at the certain point, because they are not able to leverage that opportunity as intended or are limited by contract scope to how much value they can drive into a customer's business, thus also limiting how much of a profit they too can make for themselves.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right, the danger in consulting contracts that are fixed rate is if you have a consultant that's savvy enough to know when they've done enough to earn their fees, which is actually better than the consultants that aren't savvy enough to know that because they probably don't care about earning their fees, but then they have some other client that's barking at them and they stop paying attention to you.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Richard Zwicky:&lt;/b&gt; That's correct. And in the other model, you can still have a base fee for all the base work you are doing. But an incentive model may allow you to stretch your goals, go for that opportunity and discover where those other opportunities are. Then you have a model where all of a sudden you were rewarded for going that extra mile, because what it basically means is you are delivering added, unexpected and unforeseen value to the customer.&lt;br /&gt;
&lt;br /&gt;
If the customer earns more sales, the consultant should win with the customer. Today, you might run under a fixed rate model, and you are able to get running on an existing campaign, but every time you come up for renewal there is a frustrating discussion about what value you delivered.&lt;br /&gt;
&lt;br /&gt;
That discussion has become obsolete because of Enquisite Campaign. You can prove the value delivered, so it shouldn't be a question of if you your money's worth or not. It is more like "Wow, I can see that not only did I get my money's worth, I have got more than I ever expected. Definitely, I am renewing with you."&lt;br /&gt;
&lt;br /&gt;
You need to be rewarded for the value of your work. There is no upside or incentive to go that extra mile in the present systems, where there are fixed-rates contracts and they don't really reward most SEOs. A lot of large agencies are now having to focus on the SEO business models. They struggling with the question of how to compensate or build the right pricing models to sell to their clients. Now the ecosystem can run much more efficiently so that some of the larger agencies are going to go out and contract more and more SEOs in a much more efficient manner and help everybody win together. It's a win all around.&lt;br /&gt;
&lt;br /&gt;
The client wins because they are getting value, and the agency wins because they get compensated for delivering that value. I mean, what more could you ask?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you describe a little bit about how you collect the performance data and do the value calculation?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Richard Zwicky:&lt;/b&gt; To collect the data we use the same JavaScript that we use in all of our products, but where the application actually begins is in helping people determine what an opportunity really is, so that you are able to determine if you are focusing on something that's worthwhile or not. Or, if a customer comes in and says I want to show up and get customers for a specific term, we are able to sit down with them and determine whether or not it is possible and worth the time, effort and investment.&lt;br /&gt;
&lt;br /&gt;
Our system figures it out and runs a really intensive series of calculations to determine how many people will search for the term over to next 30 days. Let's say the term is Blackberry. How many people are going to search for Blackberry over the next 30 days? And if you are placed in the top four, how many referrals can you expect to receive for that term?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Are you using that classic AOL data for people who click on number-one or number-two or you are using your own data?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Richard Zwicky:&lt;/b&gt; We use our own data. We've done a lot of analysis work, and one of the beautiful things about having such a large data sample internally, is that we are able to qualify, verify, validate and iterate the reference data as the marketplace changes. You are not always going to be number-one, but if you are placed in the top 4 and you are bouncing around in there, what's a reasonable expectation of the referral traffic you could acquire? Now, if you are number one all the time, you are going to exceed the numbers we're laying out as potentially available because we are doing the weighted average of how much traffic you will get if you are in the top four. We're also adding a slider so you can project "what if I only reach page 3?" type questions and answers.&lt;br /&gt;
&lt;br /&gt;
That's the first part of the platform. The second part is that we make it possible for you to build a campaign based around conversions if you want. Then, customer can pay you as they make a sale. We can also do it based on a cost-per-click basis. Essentially, if you are only targeting Massachusetts for Blackberry phones, you would be able to build a very targeted SEO campaign for that, and our system will do the calculation to determine what the fair market price for organic clicks will be.&lt;br /&gt;
&lt;br /&gt;
To establish a fair market organic price, we actually take into account the differences between informational and transactional queries, the difference in conversion rates between paid and organic in each area, the difference in user behavior within search results and the website for when they actually arrive there or how much of the traffic that you get from organic that is actually good.&lt;br /&gt;
&lt;br /&gt;
This helps establish where the market really should be because you might want to be paid on a cost-per-click model or a customer may want to pay you on that basis. In an affiliate model they have to pay for every referral that comes through. But how do you define what the payment is? And to date, there hasn't been a good model for defining that in organic search. In Enquisite Campaign we have built it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks Richard!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Richard Zwicky:&lt;/b&gt; Yes, thank you Eric!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=458#MakeAComment"&gt;comment on the Richard Zwicky interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
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&lt;br /&gt;
&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting&lt;br /&gt;
(508) 485-7751 (phone)&lt;br /&gt;
(603) 676-0378 (fax)&lt;br /&gt;
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            <title>Microsoft's Scott Prevost Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: May 24, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
For over a decade, Dr. Scott Prevost has worked to bring natural language processing technology to the marketplace. As a graduate student at University of Pennsylvania, he developed theoretical models of prosody for synthetic speech, as well as technology to generate dialogue for autonomous agents. In post-doctoral research at the MIT Media Lab and FX Palo Alto Lab, he integrated gestures, facial expressions, and other interactional cues into his research, creating lifelike 3D characters with speech recognition, dialogue processing, and vision capabilities.&lt;br /&gt;
&lt;br /&gt;
Dr. Prevost co-founded and served as CEO of Headpedal, Inc., a software company that specialized in creating virtual character interfaces for customer-facing applications on the web. Dr. Prevost also previously served as CEO of Animated Speech Corporation, which produces interactive, animated tutors for speech and language development. Dr. Prevost was General Manager and Director of Product at Powerset, where he was focused on developing the user experience for natural language search. Powerset was acquired by the Microsoft Live Search division in August 2008, where Dr. Prevost currently holds the position of Principal Development Manager.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you provide a quick overview about yourself and &lt;a target="_blank" href="http://www.powerset.com/"&gt;Powerset&lt;/a&gt;?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; I have been working on natural language systems with the goal of helping information retrieval in particular for quite a while now. Powerset was founded with the notion that we can improve search results by having a much better understanding of the meaning of the documents and of what people intend with their search queries.&lt;br /&gt;
&lt;br /&gt;
The way that we do this is to apply very deep natural language processing technologies to the documents as we are creating an index. And we also apply that to the queries at runtime so we can do a better job of actually matching meaning to meaning as opposed to just finding the keywords.&lt;br /&gt;
&lt;br /&gt;
Powerset was founded in 2006 and we launched our product in May of 2008, which was initially a Wikipedia search engine. Then we were acquired by Microsoft in the summer and closed the deal on August 1, 2008.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you talk a little bit more about the goal of better understanding a searcher's intent and the mechanics that you use after doing that?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; One of the key points that I want to make is that Powerset is not just about understanding intent in queries. That's part of the equation for getting better search results, but once you have that, you also have to have a much better understanding of what's in the documents as well. So, it's not enough to know that a user is looking for a certain kind of search result, you also need to be able to match that to what's actually in the document.&lt;br /&gt;
&lt;br /&gt;
So, what we propose to do is very different from what most other search engine startups do. Most search engine startups are trying to take the existing keyword search model and add some bells and whistles to it or put a new front-end on it. What we did is completely reinvent how the index is built by applying technology that we licensed from PARC, which allows us to do very deep linguistic processing.&lt;br /&gt;
&lt;br /&gt;
We essentially look at a document, break it into sentences and then we analyze each sentence using a very robust linguistic parser. We extract semantic representations out of that, and it actually has semantic representations that we store in our index.&lt;br /&gt;
&lt;br /&gt;
We do a similar processing on queries at runtime, and then we look to match these semantic properties, the keyword properties and other document properties. What this means is that we can find sentences that may have the right meaning, but use slightly different words. If you type in "When did earthquakes hit Tokyo" in powerset.com, you will see answers that use words like strike instead of hit. Then you will see that we are actually able to highlight dates in the captions for those answers because we've done the linguistic analysis on the sentences, not merely matching keywords.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So how is this different from Latent Semantic Analysis or Latent Semantic Indexing?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; We are actually doing the semantic processing upfront, and we are doing all the hard work on the backend, so that's one big difference from all the other approaches that we've seen out there.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So you are doing some preprocessing?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; Yes. We are processing the documents as we index them. We are also trying to do some analysis at query time, because natural language technology is still quite expensive in terms of the compute power that's needed. So, the degree to which we can compile all that out in the index means we can produce a runtime that's on power with a keyword search runtime in terms of latency properties.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So, when we talk about the problems with traditional search engines, one of the things that I saw you focus on was the fact that they required users to speak their language?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; That's right, yes. Generally, we've all gone through the process of trying to find that document where we try to figure out what the right collection of words that will pull this document up is. That means that you have to start thinking like the author of the document, imagining how the thing that you are looking for might have been expressed.&lt;br /&gt;
&lt;br /&gt;
We generally try our query a few times before we find what we are looking for. By adding the semantic analysis, we are allowing people to be a little more natural in the way they express themselves. You don't necessarily have to worry about the specific keyword, because we are likely to find a synonym.&lt;br /&gt;
&lt;br /&gt;
You also don't have to worry about excluding stop words or which words are going to be matched with which words in the matching algorithm. We just want people to be able to write a natural phrase or even a question, and then let the search engine do the hard part; figuring out what the appropriate matches are.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. In existing search engines it can be a disadvantage to have extra words that aren't actually necessary to the query. This is a result of using a more basic method for matching up the words in query with words on page.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; That's right, yes. And of course it creates some interesting issues for us, because now we are trying to change user's behavior a little bit. They have grown very accustomed to thinking of a search engine as words and documents that include these words. So now that we are messing with that interaction model, our hope is that people's behavior will gradually change as they start to realize the power of the system that we are introducing.&lt;br /&gt;
&lt;br /&gt;
One thing that we have been very careful with at Powerset is trying to maintain the old model as much as possible. So, if you just type keywords into Powerset, you will still get results that are just as good as those from Google, Live Search or Yahoo.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So you have talked a little bit about stop words, can you expand upon that a little bit? Define what they are, how they are treated by regular search engines and why making use of them in Powerset is important?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; Stop words are words that the search engine just disregards; prepositions or words like "what" and "where." It's a very salient limitation to implementation. Basically the idea is that if you try to match documents on those words, they tend to be less important in the query because they would match so many documents. But in reality they are the linguistic glue in the query and in language. They start to tell you how the other important words in the query link together, and that allows us to look for those links in the document when we are matching a query by processing them linguistically. Let's go back to the earthquake example. I am not specifically searching for the word "did," but that word is still part of the verb complex in that query. So the parser knows that "did" and "hit" go together. Basically, we are not matching for that specific word, but we are matching verbs together that semantically match. So instead of "did hit," we can use the word "strike."&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So for example, you could accidentally get something like "did not hit?"&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; Yes. We are not currently processing negation in parser on a real detailed level because it is such a tricky problem. It would actually match queries that get the negation incorrect, but that is generally useful information for the user anyway because it is relevant to their query even if it isn't an exact answer.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, that's an example of something that you would be working on in the future?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; Oh, absolutely. That and things like sentiment analysis are all things that we will be working on in the future. For sentiment analysis, say you want to know what positive things a particular politician said about a particular topic. You would get a different set of results then if you just asked what they said about the particular topic.&lt;br /&gt;
&lt;br /&gt;
Right now we are basically working on sentence level linguistic matching along with other broader document properties like keywords, anchor text and using all of these things to rank our results. But as the technology improves, we'll start to look at many more of these kinds of discourse level properties so we can really understand what the most important sentences in the document are and how they relate to each other. And as we can learn from these kinds of approaches, I think we'll see the relevance of search results improving with time.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. For example, if someone types in "The Office," they probably don't just want to search the phrase "Office." They probably mean the TV show.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; Yes. And in fact if you type that into Powerset, you will get a result that's tabbed at the very top, for The Office television show. There is also a tab for the UK television series by that name, one for the band and one for Microsoft Office. So that's a pretty ambiguous query, but chances are you probably meant the television show by phrasing it that way. That's the one that comes up first.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So let's get back to Latent Semantic Analysis. One of the things that you do is look at the entire set of documents, and determine relationships between words by proximity and frequency. This way you might discover that doctor and physician probably mean the same thing, or at least almost the same thing. What I am getting at here is the analysis of the corpus of documents to extract relationships.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; We are not using what you are thinking about as Latent Semantic Analysis. We are actually using more of a symbolic approach to the linguistic processing. That's the first phase of what we are doing. We look at a document and break it into sentences, and then we actually parse the sentences using technology that we've licensed from PARC. What this does is it allows us to create fairly complex semantic representations of the meaning of those sentences.&lt;br /&gt;
&lt;br /&gt;
And it also allows us to represent ambiguity in those interpretations as well. This way we can index he most likely reading of that sentence, and the other possible readings as well. What happens then is that these things become semantic features that get thrown into the mix with keyword and other document property features that are used by our retrieval system and ranking system.&lt;br /&gt;
&lt;br /&gt;
We are not retrieving results just based on meaning matches and partial meaning matches. It throws that into the mix, and that retrieval and ranking system is a machine-learning based algorithm. In that sense we are starting to use statistical approaches, but we start with a very symbolic representation of the meaning in the document. Then that is used by a machine learning algorithm to retrieve and rank the documents.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;We are not pulling the relationships based on things like frequency, we are actually uncovering the linguistic and semantic relationships through symbolic approaches.&lt;br /&gt;
&lt;br /&gt;
We actually do have other projects going on within the company that are looking at more statistical approaches to these problems. But I would currently characterize that system as a hybrid.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What exactly does it mean to say that it's a symbolic approach?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; It means that it's rule-based semantic processing as opposed to just uncovering things from machine developed approaches. For example, if we have a rule in our system that says if you kill something it dies.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What are some examples of search queries that highlight the power of this approach?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; Let's start with something like Siddhartha. The first thing you will see is the summary of Wikipedia pages that are relevant and that you can tab through. You probably were looking for Siddhartha, the founder of Buddhism, when you typed it in, but there is also a film, a novel and an American rock band by that name as well. You can just click on the tabs to see those different snippets.&lt;br /&gt;
&lt;br /&gt;
In the section below that, you will see something called facts from Wikipedia, and these are some of the semantic relations that we have automatically extracted using these linguistic techniques. In the second line you will see "Siddhartha renounced the world," and if you click on world, you will see sentences from which we extracted that fact. We extracted that from three different sentences on three different Wikipedia pages, and you will see that it's not the case that we are using proximity in the second one.&lt;br /&gt;
&lt;br /&gt;
Siddhartha is actually pretty far away from the word renounced, but linguistically they are tightly tied together. It's just that there is another phrase intervening. So this starts to show you how we are taking data that's in Wikipedia and starting to structure it. If you click the More link at the bottom of that section, you'll see that there are a bunch of other relationships that we've pulled from.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; They are just a little less tightly matched.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; Exactly. Now you can also get to this structured information pretty directly. So, if you type in "What did Siddhartha attain," you will see Enlightenment and Nirvana. So, in a sense, these subject-relation-object semantic triples are great for answering questions.&lt;br /&gt;
&lt;br /&gt;
So, try something like "What was banned by the FDA." Now, if you are at the right part of the screen, you will see More. If you click that you will see up the longer list. And if you say click on something like "cyclamate" you will see the sentences from which we extracted that fact.&lt;br /&gt;
&lt;br /&gt;
We are basically allowing a whole new type of interaction. I type a simple subject-relation-object question, and now I get a list of answers that are supported by the text that we've uncovered through this linguistic analysis. And you'll also note that we can start to make distinctions between a query, like "who defeated Hulk Hogan," and "who did Hulk Hogan defeat?"&lt;br /&gt;
&lt;br /&gt;
If you search "who defeated Hulk Hogan," and you click on More you will see the whole list. And if you do the other query, "who did Hulk Hogan defeat," you will see that the lists are different because we are actually looking for these things in the correct relationship to each other in the text. We are not just looking for the keywords "Hulk," "Hogan," and "defeat."&lt;br /&gt;
&lt;br /&gt;
That's an example of a pair of queries that would be very hard for a typical search engine to distinguish between, because the key phrases are the same and the word order is what defines the difference. So let's pick a query for the regular search results. Let's type in "how many nuclear reactors does Japan have?" Now, here is a query with a lot of stop words, right? But it's a query where I think it is pretty easy to tell what the user is looking for. In the very first caption we can see that Japan has 55 reactors.&lt;br /&gt;
&lt;br /&gt;
We are basically interpreting the fact that you typed in "how many" as the fact that you are looking for the particular number of nuclear reactors. This is just something that you don't get when you use Google, Yahoo or Live Search, or any of the keyword search engines.

Let's try "Who mocked Sarah Palin?" Now obviously, the other search engines do a pretty good job of finding relevant results for this. But what I want to show you are some of the captions in the blue link results. So we get things about impersonating Palin and parodies of Palin. It's not that we are necessarily just looking for the specific words Mock Sarah Palin, but we find synonyms that are semantically related to and can highlight those right in the answers.&lt;br /&gt;
&lt;br /&gt;
The hope here is that we can help users better understand when one of these blue link results is actually truly relevant to them, and we can save the clickthroughs when they are not. Another thing that we can talk about is pulling data, or pulling search results from structured data. So, if you type "GM board of directors," we actually connect with Freebase in order to produce this result at the top.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Along with the pictures of each of the members.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; Right. If you type in "what movies did Heath Ledger star in," you will get the same results as if you typed in "films with Heath Ledger," because we are actually doing semantic analysis and you are essentially looking for the same thing whether you type in the first phrase or the second.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; The list of movies shown didn't change at all. There were just some subtle changes to the results below that. Those are interesting examples. Currently you are operating this on Wikipedia?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; That's right.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What was the reason why you chose Wikipedia in particular?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; Well, there are few reasons. First of all, as we were developing the technology, Wikipedia was a great test bed because it covers just about every topic that there is to cover. We wanted to make it very clear that our technology was about linguistic processing, and that we didn't have to be within a specific, very narrow semantic domain for the technology to work. Some other natural language approaches have taken that very narrow approach, and that's not what we've done. So the fact that Wikipedia is so broad was very appealing to us.&lt;br /&gt;
&lt;br /&gt;
The second reason is that Wikipedia is well written, so it parses pretty nicely. Although, our technology is designed so that when we can't parse something, we still index it as keywords. It has to be graceful degradation into the keyword world.&lt;br /&gt;
&lt;br /&gt;
The final reason is that Wikipedia is prevalent in so many search results these days. It's almost hard to find a search query that doesn't have a Wikipedia result in the top ten. So we know it has a very valuable set of documents to index. When it came time to define a product to launch, we had some resource constraints. It takes a lot of hardware to spin an index that has as much information as the Powerset index.&lt;br /&gt;
&lt;br /&gt;
So we had to find a smaller set of documents, and then it becomes a challenge to find a small set of documents that hangs together for the user in a meaningful way. So we decided initially to restrict ourselves to Wikipedia alone, rather than having Wikipedia and a few other smaller document sets that might not fit in.&lt;br /&gt;
&lt;br /&gt;
But now we are currently expanding the index. We've been continually playing around with other kinds of documents. The technology is not particularly wedded to anything that's specific to Wikipedia, but it's such a valuable set of documents on the web that so many people use.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So, if we think about this as runtime, if someone enters a query is there reason to believe that Powerset is more or less compute-intensive than regular search?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; It's marginally more compute-intensive at runtime, but the reason that it is only marginally more compute-intensive at runtime is because we do the real compute-intensive things at index time.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I assume that at that time it's probably significantly more compute-intensive.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; Actually the only thing that's more intensive at runtime is the fact that we are parsing the query. Once we've parsed the query, then the actual retrieval it is very similar to keyword retrieval, except we are retrieving on semantic features as well as keyword features. But it's very similar apparatus.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. But you probably have a higher level of investment to build the index, because, you are doing all that preprocessing?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; That's right. We are doing very deep processing on the documents as opposed to just pulling out the words.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Is there any insight you can give us at to how much more difficult it is.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; It depends on the degree to which we do it. It's a very granular system and we can adjust a lot of knobs. It can be a anywhere from ten to one hundred times more expensive. I am sure we could make it a thousand times more expensive if we thought we would get the benefit from it. Our goal initially has been to improve relevance while disregarding cost in some sense. But obviously, we are pragmatic when push comes to shove. The goal was to find out which of these features are most important for improving relevance. Then as we learn more, we can simplify and skip some of the computation that's not giving us as much bang for the buck.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Are there any components of Powerset that are integrated in the Live Search at this point?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; We've integrated a few things. We've integrated some of our direct answers using Freebase, some improved captions and snippets under the blue links for Wikipedia. And we've also done some things with related searches. And of course we are working on a much more robust integration plan, although I don't have any plans to announce anything today. But some exciting stuff will be coming down the pipe for sure.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Any closing comments?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; We are excited at Powerset to be having the opportunity to take this technology to scale and to integrate it in a product like Live Search. We are really thrilled because it allows us to see our dream actually come to fruition. And I think that we have just a lot of exciting stuff coming down the road.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks Scott!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Scott Prevost:&lt;/b&gt; Yes, thank you Eric!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=397#MakeAComment"&gt;comment on the Scott Prevost interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
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&lt;br /&gt;
&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting&lt;br /&gt;
(508) 485-7751 (phone)&lt;br /&gt;
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            <title>YouTube's Product Management Team Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: May 17, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
Our first interviewee, Tracy Chan is a Product Manager at YouTube. Prior to working at YouTube he was a Financial Analyst at Google. He has also worked as an Associate at Stockamp &amp; Associates and a Corporate Strategy Intern at eBay. He got his degree at the University of California, San Diego.&lt;br /&gt;
&lt;br /&gt;
Our second interviewee, Matthew Liu is the lead product manager on YouTube Sponsored Videos. In this role, he focuses on building an advertising platform that allows video creators -- from the everyday user to a Fortune 500 advertiser -- to reach people who are interested in their content, products, or services, with relevant videos. Previously, Matthew led numerous other projects at YouTube for advertising, content partnerships and rights management, and community.&lt;br /&gt;
&lt;br /&gt;
Matthew has a MS in Management Science &amp; Engineering and a BS in Electrical Engineering from Stanford University.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you provide an overview of what Insight is, and why you created it?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; There are millions of people watching hundreds and millions of videos every single day on YouTube. We started to hear from advertisers, content providers and everyday users that they wanted to understand YouTube's audience,. They were asking questions such as: "How do we really standout, how do we understand our ecosystem, and how do we know how the videos are performing"? They basically wanted to learn more about their audience in order to make better content.&lt;br /&gt;
&lt;br /&gt;
As YouTube was growing, it started turning into the world's largest focus group. So basically what we did was build up a pretty powerful analytics tool that helps content providers, advertisers and users better understand their performance on YouTube.&lt;br /&gt;
&lt;br /&gt;
This is a tool that's free to anyone who has ever uploaded a video. When I uploaded my first video, I got a hundred views in the first two days. And that was actually surprising to me, because it was a little animation video that was actually not that interesting. I was wondering if my mom was just watching it over and over or if other people around the world were watching my video.&lt;br /&gt;
&lt;br /&gt;
With this in mind, we built up a product almost a year ago; which we launched on March 26 of last year. We started with basic functionality that could give you information on my views over a certain period of time, maybe a month. On a personal note, it helped me figure out that my video was watched 50 times by my mom in California, but it also got a lot of views in Spain and the UK. So it was really interesting, because you could finally see where your audience was coming from and what the lifecycle of your video looked like.&lt;br /&gt;
&lt;br /&gt;
On top of that, we built a feature called Popularity, which analyzes how your video's performance compares to other videos. You can see how well your video performed on any given day relative to all the videos within YouTube or within specific geographic regions. And what is really interesting is that what we found our businesses were starting to use this basic data in very interesting ways.&lt;br /&gt;
&lt;br /&gt;
The obvious value was in understanding the lifecycle of your video, and on what days of the week it was most popular. This can help content owners really start to own their program strategies on YouTube. If they get most of their views within the first three weeks, for example, serial content providers could start uploading their videos every three weeks. Then they could maximize the number of views that they get on YouTube.&lt;br /&gt;
&lt;br /&gt;
Another interesting phenomenon we observed was that bands would put up concert footage or their new video clip, and they would have interesting pockets of audiences in different areas across the US. They'd actually start planning the touring schedules around them, because nothing is worse than scheduling a concert and having no one show up. But by having their content on YouTube, they could understand where the views were coming from and they could better plan their concert strategies.&lt;br /&gt;
&lt;br /&gt;
Another really interesting use of the tool involves measuring ad effectiveness. This could save you money on promotional dollars within the YouTube ecosystem. You could really start to see the effect of specific advertising campaigns that you ran them and if you got the views and spikes you expected. Here is an interesting example: if you ran a homepage ad on YouTube, you would expect that the video that you ran the ad on would get a spike in views.&lt;br /&gt;
&lt;br /&gt;
But, what we also saw was that all the other videos within that uploader's channel got spikes and views even if they put just one video on the homepage. So, you could really start to see the halo effects of advertising. Interestingly enough, you could also see the effectiveness of the different offline promotions that you were doing.&lt;br /&gt;
&lt;br /&gt;
If you had a movie screening in Michigan, for example, you could see if that made people in Michigan start looking for your YouTube content, and then the halo effects of the surrounding states that potentially heard of it as well. So a lot of really interesting stuff is coming off of the first features we created for YouTube Insight, showing basic views trended over time and space.&lt;br /&gt;
&lt;br /&gt;
A couple of weeks after we launched Insight, we added a discovery feature that allows publishers to understand how people get to their video. They can see if they found it through a search on YouTube or Google, or if it was an external link that they found somewhere on the web.&lt;br /&gt;
&lt;br /&gt;
It may be an embedded video across the web or a part of the YouTube site that drove traffic back to your video. Now this is actually pretty obvious, and again there is an opportunity to devise optimization strategies around how people find your content. For example, if there were blogs that embedded your video, you could reach out to them and form business relationships.&lt;br /&gt;
&lt;br /&gt;
One of the interesting stories that we heard involved the band Weezer. Weezer debuted one of their videos off of their latest album on YouTube, and what they found is they got almost 2,000,000 views within the first couple of days, which is a fantastic performance. When they looked in Insight, they found that a lot of those views were actually driven by tech blogs such as &lt;a target="_blank" href="http://valleywag.gawker.com/"&gt;Valleywag&lt;/a&gt; and &lt;a target="_blank" href="http://www.techcrunch.com/"&gt;TechCrunch&lt;/a&gt;, which was a big surprise to them.&lt;br /&gt;
&lt;br /&gt;
So what they did with this information was actually more interesting than the information itself. The single preceded the album release, so when they were promoting the album release and their tour, they actually spent a lot of their media money on tech blogs since they knew they were already established there.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So they reached out directly to the tech blog, because clearly the tech blog had an interest in them at that point as well.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; You can imagine all the types of relationships that you could form from that. Not only do we show you the sources of traffic, we allow you to drill down more specifically. So, for example, you can actually see the search terms that led people to your videos. We have a great promotional product called Promoted Videos which is basically Adwords for YouTube, that allows you to advertise against specific keywords. So you can have your search and your video results show up with organic search results on the site.&lt;br /&gt;
&lt;br /&gt;
Again, Insight has proven to be a very powerful product, because now you can know which search terms are really effective and which terms were less effective. And the combination of the two really helps people start to find the audience that was looking for their content, whether they be advertisers or content providers.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So if you are a commercial entity that produced a neat video that you put on YouTube, you may want to buy advertising just to create visibility for your video. Then you could use the analytics functionality to see how that campaign performed.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Absolutely. Another really interesting thing about YouTube is that a lot of people just come to the site to be entertained. So for example, we get a lot of crazy, funny videos. You may find that the term "funny video" actually drives a lot of video views to a video such as &lt;a target="_blank" href="http://www.youtube.com/watch?v=-q-4XKTHJGs"&gt;Tea Partay&lt;/a&gt;. Because you now have access to this information, you can understand those general search terms that you may not have thought about before and really start to optimize. Insight is very real time. You can optimize in the middle of your campaigns, and it will really start to tell you what your strategies should be.&lt;br /&gt;
&lt;br /&gt;
The next feature that we launched was the Demographics function, which basically shows you the makeup of your audience in terms of a sex breakdown and an age breakdown. This is pretty important to both advertisers and content providers, because they need to see if they are reaching their target demographic.&lt;br /&gt;
&lt;br /&gt;
One of the things that we've realized about YouTube is that since it has such a massive audience, you can find any niche audience you want. An example we had was of a PBS producer who produced a show. He wanted to put the pilot up on YouTube, but the management at PBS wasn't really sure that YouTube was the right place, because they thought YouTube was geared towards a younger audience.&lt;br /&gt;
&lt;br /&gt;
What they did was put the pilot up on YouTube and let it run for two weeks, and they found that actually 75% of their audience was over 35, which was their target demographic. So it really proves that there is an audience on YouTube for any type of content. We also found that people are starting to use the demographic information provided by YouTube Insight to close deals.&lt;br /&gt;
&lt;br /&gt;
One of the most popular comedians on YouTube is a guy named Paul Telner. And he used the demographic information in Insight to show that he appealed to the right target audience and sign a deal with MuchMusic, which is Canada's #1 cable music network. Another example is Chris Bosh, who is NBA All-Star for the Toronto Raptors and also a member of the US Olympic team. Sharing information on his YouTube demographic helped him get a sponsorship deal with AOL Sports.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; You could view it from the opposite point of view, which is if you are a content provider who needs to decide who you want to target as a potential advertiser.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Absolutely. And we think people experiment with their content too. They put up multiple creatives to see what demographics these different creatives resonate with. It's using that focus group in a very, very controlled way, but it's very quick and free as well. And you have access to such a wide audience, so you can really see how things resonate within different groups.&lt;br /&gt;
&lt;br /&gt;
The most recent feature that we've launched is Hot Spots. All the previous features focused around using aggregate geographic data, but Hot Spots starts to dig deep into specific views. It shows how your audience related to the video during playback.&lt;br /&gt;
&lt;br /&gt;
What you basically see is a graph alongside your video, so you can actually play the video and see how your audience is responding second-by-second. If people dropped off, your graph would go downwards. If people rewound, you'd see spikes in attention. We also give you an overall attention score so you can understand how your video is performing relative to others.&lt;br /&gt;
&lt;br /&gt;
We show this attention score and your Hot Spots graph relative to videos of a similar length. This is important because in a vacuum people drop off more and more as videos continue past certain lengths. It's an aggregate.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you talk about exportable reports?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Basically we heard from our content providers, our power users, and our advertisers, loud and clear, that they want broad access to the data. So we have launched exportable reports. The premise behind it is that we want to give these power users the data how they want it, when they want and where they want it.&lt;br /&gt;
&lt;br /&gt;
Exportable reports provides a lot more flexibility on top of the tools we already give you today. There are groupings of these videos that publishers want to look at that they are never going to tell YouTube. So, for example, if you had one marketing department focusing on a set of videos and another one focused on a different set of videos, there was no way to arbitrarily group those up, because YouTube had no way of knowing which individual works on each set of videos.&lt;br /&gt;
&lt;br /&gt;
Now they can download analytics for the specific videos and then make those comparisons. Until today, we gave you discovery sources by geography and by time, but in order to see things over time you had to select different date ranges. So if you wanted to see the number of times a specific keyword was searched on a daily basis, you could do it in Insight prior to the release of this new feature, but it previously required some manual work, because you had to switch filters and things like that.&lt;br /&gt;
&lt;br /&gt;
With exportable reports you can target the specific types of data that you want.&lt;br /&gt;
&lt;br /&gt;
If it is a keyword term, you can select that, filter it in the list and then try and put it on a timeline. Or if you wanted to look at views from certain keywords versus having your video embedded on a certain blog, you can compare those sources side-by-side. There are a lot of interesting things that we have heard content providers and advertisers want to do with this data, such as plugging it into their own systems and comparing their advertising campaigns on YouTube versus those on the radio.&lt;br /&gt;
&lt;br /&gt;
Now they are able to have that flexibility, and if they want to plug into a wider ecosystem, exports can take them a long way in getting there.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Is the export a manual process?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Yes. It is a link and we provide it on a per-video and a per-channel basis. We are going to make improvements in terms of including more types of data and making it easier to access it, but we actually launched this feature very quickly from its conception. It was a 3-week cycle, so our goal was to launch it very fast, get users access to the features that we were promoting and then make improvements as we get feedback.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you export any of the data in Insight or just specific things?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Right now, we basically have two reports. The first report gives you views, uniques, popularity information and engagement information. You can see comments, ratings and favorites on a daily basis by country and by video. And then the second report is referral data, so views by referral source are broken down by all the granularity that we have on a daily and country basis.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; That is some good stuff for people to pull out. They can combine it with their other analytics data as well.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Absolutely. We think that would be a great use of the exported data. We have heard some advertising agencies have their own internal reporting tools, and anytime that there is a reporting system that can plug-in, it makes them more efficient in terms of optimizing campaigns.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right, You can just export the CSV file out and then run their other tools.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Yes, absolutely. We are excited about this new feature, and we have received pretty good press from the blogosphere and from comments back on the YouTube blog where we can see people are finding it useful.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Any comments you can make on plans to enhance the analytics further?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Insight had just two features when we launched a year ago, and now we have about six full-featured modules. So we are evolving very, very quickly. I can't speak specifically to features that we are going to be building up, but you can imagine there is a lot we can do with all the data that YouTube has. We display a lot of data such as engagement within the sites and how people are commenting on and rating the videos. You can imagine that expanding over a number of dimensions.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; And now YouTube has become the # 2 search engine on the web, so that really adds to the value of this data.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; We are looking forward to helping people use the tool, because quite frankly we've been surprised about all the different use cases. Optimizing for search is a great way that people can enhance their experience on YouTube.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks for joining us today Tracy!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Thanks for having me!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Hi Matt! Can you give us an overview of your role with YouTube?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Hi Eric, my name is Matthew Liu. I am a Product Manager, working alongside Tracy and others for YouTube advertising platforms. I am working on one of our newest launches, which happened at the end of last year, Promoted Videos. We think of it as the equivalent to Adwords on YouTube, as it is a paid Video Search product.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; From an optimization point of view, the first thing you have to do is produce content that is interesting to people who end up discovering it on YouTube, which sort of goes without saying.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Yes, absolutely. I think we've always had the philosophy at YouTube, whether it's talking to our users, content partners or advertisers, that whatever it is that you want to share should be good content. So when we speak to advertisers we ask them to try to make their advertisements videos that people would want to watch any ways.&lt;br /&gt;
&lt;br /&gt;
By using our advertising products advertisers are able to help put a little bit of gasoline on the fire and allow it to spread more quickly and potentially become viral. Similarly, our content partners and everyday users trying to get viewership should really think about what the community is looking for in general at a specific moment. And they should really try to personalize their video for the YouTube community as opposed to simply just taking content that might otherwise have ran on television or some other medium.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So I think there are a couple of key non-SEO things that people typically talk about. For example, advertising and allowing people to share your videos is a good thing to do. Also, making sure that the content in some way reinforces the brand rather than just being entertainment without purpose, so to speak. Allowing ratings and well selected thumbnails are also good promotional strategies as well, right?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Yes, absolutely. You touched on a couple of those things, such as ratings, comments and also on embedding. One of the larger paradigms is that a lot of people put content on YouTube and they allow themselves to engage in conversation with the community. Sometimes we see our larger content partners or advertisers shy away from that, because they are afraid of what comments and what ratings they are going to get.&lt;br /&gt;
&lt;br /&gt;
Accepting comments and ratings may feel a bit more risky, but it definitely offers you very valuable instant feedback. So if we are able to get a couple thousand views and see what the ratings are and what people's comments are, it empowers you to make changes. And if you are getting positive feedback, not only is your video getting out there, but you are spurring positive conversation as well. So that's definitely one thing we recommend.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I guess it gets back to the old social media lesson, the conversation is going to take place with or without you.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Yes, that's a perfect statement.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; The choice becomes very obvious once you think about it that way. So do you have any interesting case study examples of someone who used advertising as a way to really launch a successful video?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Yes. The first example involves OfficeMax, which is a large retail supplier of various office products. It is a traditional brand advertiser, with its own TV commercials in most cases, but they knew they wanted to do something a little bit edgier, with a potential to go viral.&lt;br /&gt;
&lt;br /&gt;
They commissioned &lt;a target="_blank" href="http://www.theescapepod.com/"&gt;The Escape Pod&lt;/a&gt; to be their agency, because they wanted to do something much more creative. So they came up with interesting series of videos, the Penny Pranks videos, for their Back to School campaign. These involved a funny looking guy who would go to various places in New York City and try to pay for everything with pennies, and everyone would be outraged. He would try to buy a car with 200,000 pennies, or something similar to that.&lt;br /&gt;
&lt;br /&gt;
They decided to use advertising to drive those initial views. They wanted to accelerate that and also as a byproduct increase the discoverability on organic search and on YouTube. So they worked with us using Promoted Videos and some other paid mediums.&lt;br /&gt;
&lt;br /&gt;
What they found was they were able to get fairly efficient views, so they were very pleased with the price. They were able to get a ton of clicks, which drove a lot of traffic to their videos. And as a result, they started that viral loop. So over time, we saw that for many search query terms. On the organic side, for some of their target queries, their videos became the top search result.&lt;br /&gt;
&lt;br /&gt;
OfficeMax actually was able to become so embraced by the community that our search engine deemed them to be the most relevant for that time period. And they also saw additional uplift on their other videos; not just the videos that they promoted from users watching and clicking on more from OfficeMax, but more views on the related videos as well.&lt;br /&gt;
&lt;br /&gt;
They were very pleased, because they had a very successful campaign that they were able to conduct in a very efficient way. That's one major example where you can think of brand advertisers trying to efficiently drive traffic to their online videos, engage in positive conversation and even potentially engage in that viral spreading of video.&lt;br /&gt;
&lt;br /&gt;
The second example that we can talk about regards a producer of consumer gadgets and products. During the launch of Promoted Videos they participated with us in producing a couple of videos that highlighted their iPhone 3G cases. The company is &lt;a target="_blank" href="http://www.zagg.com/"&gt;Zagg&lt;/a&gt;, and their product is called the Invisible Shield. It's an invisible, scratch-resistant film that goes on the iPhone. You could take a key or a knife to it and it will prevent your iPhone from being scratched.&lt;br /&gt;
&lt;br /&gt;
So in the video they show two iPhones side-by-side, one with the cover and one without it, and they show the different results. When promoted against terms such as iPhone and iPod, it was not only able to drive traffic to that video, but ZAGG was able to convert the traffic into sales.&lt;br /&gt;
&lt;br /&gt;
The amazing thing about it is that they were actually able to drive conversions at a cheaper value than they would have been able to do on Google and other competing search engines. One of the hypotheses we have is that for certain types of products where the user may not be as aware as to exactly what it is, being able to see it is far more compelling than just three lines of text.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So what about the power of send to a friend, and other options for sharing?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; There are a bunch of different sharing options, from sending to a friend, to embedding that video, to sharing on Facebook or MySpace, to even just copying and pasting the URL so you can go back to it later. So these all have various different positive benefits. I won't go into the details as to which ones we found most successful, but I think there is a reason why we encourage video distribution through different means beyond just YouTube, whether it's IM, Connections on YouTube or posting to third party sites. They definitely have a lot of positive values driving additional viewership and potentially even subscriptions. It just creates an overall deeper engagement.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Let's get into more basic SEO kinds of things. Standard advice in the industry places a lot of emphasis on category selection, titles and descriptions, and the use of tags. Can you talk about that a little bit?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; If you pull up a YouTube watch page, you'll see three main areas of tags that the user can input. We do have the title and the description tags just as you mentioned, but I think what a lot of people are missing when they use these three fields is comprehensiveness. A lot of times we see videos with very short titles, very short descriptions and somewhat erratic tags.&lt;br /&gt;
&lt;br /&gt;
The first thing I would say is if your video has subtopics or a subtitle, include them in the original title, and include all the details in the description. We offer a lot of space where we usually type in all the details, and obviously we are indexing all those descriptions and tags, and they are going to be surfacing in both YouTube video search and Google video search. So it's important that you have comprehensive data.&lt;br /&gt;
&lt;br /&gt;
Secondly, we would say be consistent. A lot of videos we see have a good title and a good description, but then totally random tags. So we actually do have measures that penalize this poor behavior. We recognize when videos are trying to spam, and that's actually something we penalize. So be consistent with your title description and tags. Make them clearly about that video and don't try putting unrelated keywords in any of those fields.&lt;br /&gt;
&lt;br /&gt;
Another layer of video SEO is to make your video open. Allow it to be embedded and allow users to comment on it and rate it. We definitely do take user feedback as an additional ranking mechanism. This can hurt you if you end up getting a lot of negative ratings, but the positive benefit of getting higher ratings outweighs that risk.&lt;br /&gt;
&lt;br /&gt;
Now let's talk a little bit more about engaging with that user. You mentioned the thumbnail which is probably one of the most basic things. Pick a thumbnail that is both representative of your video and engaging. Right now we will give you three thumbnails that we take from areas that we think are representative of your video, so any user that uploads a video should definitely take the time to find the best thumbnail.&lt;br /&gt;

&lt;br /&gt;
There are some positive benefits to higher quality videos. Users may or may not care as much about the quality of the video itself, but because we are taking that thumbnail from the video, the higher quality of video will make the thumbnail a higher quality as well. And higher quality thumbnails are something that we definitely notice attract our users.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So you've got to care about the content and the quality of the thumbnail.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Absolutely. Then going further along with engagement, we've launched some features such as path annotations. These are becoming more and more powerful overtime, as they are an additional way for you to communicate with your users. We are able to put speech bubbles or links to your other YouTube videos.&lt;br /&gt;
&lt;br /&gt;
Often times, savvy users do very interesting video tours where they link back to one another through different videos, or they even have games you can play by clicking on different annotations. It's interesting how you can create an extended cycle of viewership through annotations.&lt;br /&gt;
&lt;br /&gt;
Then, rather than just interacting with their user base, they are also interacting with the rest of the YouTube community. So what we've seen is that a lot of successful people can cluster together. A lot of our top users have formed this community where they send video responses to each other, they comment on each other's videos and they subscribe to each other. So we definitely encourage people who are trying to get increased viewership to tag back.&lt;br /&gt;
&lt;br /&gt;
We don't want to have people spamming or just randomly adding irrelevant videos as video responses, or comment spamming, and we definitely penalize videos that do these things, but when it is legitimate, posting video responses is a good way to network with other community members. Think of it almost as a message that you would get back on a social networking feed or a Twitter feed.&lt;br /&gt;
&lt;br /&gt;
Just continue that dialogue with important members of the community. Often times if that original video does get traffic, then your video response may get additional traffic and help viewers discover you as a new source of quality videos.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; You get value by building relationships.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Yes, completely.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Should people strive to avoid "stop words" in their titles. Similarly, should you include the word video in your title or description, so that if somebody searches on tech software video, for example, then you have a better chance of coming up. Do those things make sense as well?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Yes, they do. Especially in the context of discovery from Google, because Google also indexes YouTube videos. Another thought that I forgot to mention is if your video was shot at a particular location or on a particular day, then you should also include some of that information in the video's description.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Another suggestion I've heard is to use adjectives such as happy or sad to pick up mood-based searches.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; What I can tell you is that YouTube search and Google search are a bit different at times. It's not in all cases, but we have seen that some users tend to search in more generic terms,. So you'll see users searching for very specific pieces of content, such as "CBS video" or "NBA video". You will also see users searching for terms such as funny videos. What I would say is video owners should target both the very specific terms and they should also potentially broaden out a little bit so that there are more generic queries in the description and the tags.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What's the best way to get a sense of the best keywords within the YouTube environment?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Great question. We don't have anything to announce for now, but we are working on various keyword tools. We have a couple of very basic keyword tools as part of Promoted Videos right now, which allow you to checkup similar keywords. The Insight tool that Tracy talked about also helps to understand keywords that are already driving traffic to your video.&lt;br /&gt;
&lt;br /&gt;
We are working on a couple of other similar projects where we'll be able to have much more robust keyword suggestions in the near future. But in general, I would say use Insight and use the keyword tools that are already available in Promoted Videos, and those are probably going to be your best bet in the short term.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I have also heard a suggestion that you go to the search tool when you start entering a query, and then the search suggestions that you can get there may be in volume order from largest to smallest?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; I can't comment specifically about that. Those are suggested queries that we think users might be searching for as they start typing certain letters.&lt;br /&gt;
&lt;br /&gt;
I will add a caution that publishers should avoid keyword stuffing because it's very easy for you to potentially broaden the scope for your video by adding a couple of keywords. But, it only takes one or two irrelevant keywords to trigger us to think that the video is trying to spam the system. Our penalties will outweigh the benefits you can get with keyword stuffing.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; But you did say earlier that it's important to be comprehensive, which means that you should include all the keywords that are in fact relevant (without putting too many total keywords), correct?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Yes, there is definitely a balance you have to find. It's actually more of an art than a science. Use keywords that are related, but don't type in every letter in the alphabet. Just come up with the most important relevant keywords and add all those words into your description and tags.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; It's got be highly relevant and something that people can search to discover your video, and then have a good chance of being happy when they get there. At a minimum, they get relevant content, even if it is not exactly what they are looking for.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Yes, absolutely.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks a lot Matt!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Matthew Liu:&lt;/b&gt; Yes, thank you Eric!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=395#MakeAComment"&gt;comment on the YouTube interviews here&lt;/a&gt;.&lt;br /&gt;
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&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
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        <item>
            <title>Google's John Mueller Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: May 11, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
John Mueller is currently a Webmaster Trends Analyst at &lt;a target="_blank" href="http://www.youtube.com/watch?v=TPz1Mou-Xxk"&gt;Google Zurich&lt;/a&gt;. Prior to working at Google he became well known for his active participation in Google Groups and a variety of SEO forums.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you provide me with your definition of cloaking?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; The standard definition of cloaking is to show Googlebot something different than you would show your users. So, in a worst case situation, you would show Googlebot a nice family-friendly homepage, and when a user comes to visit that page, they would see something completely different.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Like porn or casino ads or something of that nature?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly. So if the user was searching for something and finds what he thinks is a good result, he clicks on it, and then there is nothing even related to what he was searching for on that page.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So that's clearly an extreme form of cloaking. There are many different levels of cloaking, and I'd like to explore some of those.&lt;br /&gt;
&lt;br /&gt;
Some people, for example, may have a content management system that just insists on appending session IDs or superfluous parameters on the URLs. They may not be superfluous from the CMS' point of view because they are using the parameters to pull information from a database or something like that. And given the content management systems that they have, it's actually very difficult and very expensive to fix this problem at its core. So one solution would be to serve the same content to users and to Googlebot, but to modify the URL seen by Googlebot to remove the superfluous parameters and the session IDs.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; That's something that we've seen a lot of in the past. We currently have a great new tool that can really help fix that problem without doing any redirects or without really changing much at all, and that's the rel="canonical link element. You can place it in the header of your pages and specify the canonical URL that you would like to have indexed. So you could take away all the session ID parameters or anything else that you don't need, and just specify the one URL that you want to have indexed.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. And that's something that you announced with the other search engines just a few weeks ago, correct?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes, it's fairly new. It's something that not a lot of people have already implemented, and there are a lot of people who are already using it to clean up this problem. Crawling a website and finding many duplicate versions of the same content with different URL parameters such as session IDs can confuse search engines. Using this link-element helps to make it a bit clearer and can help to resolve this problem.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So you basically implement the canonical tag on various pages and you tell people what the canonical URL is. If, for example, somebody has different sort orders for their products in the e-commerce catalogue (e.g. by price, brand, size, color, ...), you can basically point Googlebot back to the canonical version of the URL, it's supposed to behave much the same way the 301 redirect would, except for it does not actually take the user to the different URL specified? Is that a fair summary?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes. It's not a command that you would give a Googlebot, it's more like a hint that you would give us. One thing we've also seen is that people try to use it, but they use it incorrectly. For instance, they specify their homepage as a canonical for the whole site. And if we were to follow that as a 301 redirect, we might completely remove their website. So we have to take that information and determine if it is really a canonical for the other URL, or if the user may be doing something incorrect.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; And of course one way you could do that is by making sure the content on the two pages is identical.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So if you make a mistake and use canonical tag to send everyone to the home page of your site, presumably the content will differ from the other pages. And, as I understand it, the gold standard solution is to fix the problem at its core and not have to rely on the canonical tag.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; If you can move to the cookie-based session tracking, then that would really help. But we know it's not always easy to change to a system like that. There might be a lot of money involved. So at least with this system there is fairly simple way to fix that problem.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So it's the backup plan that should be used if you can't fix it at its core or if it's just too expensive to fix it at its core?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Yes, that makes sense. Now I imagine there are also people out there who served a different URL to Googlebot and its users before the canonical tag existed. Is that problematic?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; I would suggest doing that for all new users who come to the site without cookies, instead of just for Googlebot. This way, if a user accesses an old URL that has a session ID, you can just redirect him to the proper canonical. That would treat users and search engines in the same way, and it would still help solve this problem.&lt;br /&gt;
&lt;br /&gt;
Sites that are currently showing prettier URLs to Googlebot should not panic, as long as their intent is genuine and it is properly implemented. But I'd advise against this for sites that are in the process of a redesign or sites that are being newly created. Using rel="canonical" is the current best practice for tackling this problem.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; But if the system is relying on the session IDs, then it's there for a reason, right?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes, but usually most CMSs resort to session IDs if they can't access a cookie. So if you see that a user doesn't have a cookie, you can redirect them away from the session ID. And I think the important thing here is that you find a way that you can treat users and search engines the same.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. You could use JavaScript to append your various tracking parameters to the URL upon the click. So that, in principle, is treating users and Googlebot the same.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes, but that really doesn't solve the problem, because there would be something that would happen within the site. But when the search engine crawls a site, they don't execute the JavaScript, so it would have to work with and without the JavaScript enabled.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So users that don't have JavaScript would of course be handled in an identical fashion to the search engine robots, and users who do have JavaScript would be able to benefit from whatever the tracking parameters are meant to give them.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly. That's similar to using AJAX on a website. If you have a normal HTML website and you start adding AJAX components to that website, a user with a limited browser, maybe from a mobile phone or even search engine crawler, would still be able to navigate your site using standard HTML.But someone who has JavaScript enabled would be able to use all those fancy AJAX elements, and that would also usually generate slightly different URLs, so I think that's completely normal.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, let's talk a bit about A/B or multivariate testing, which is something supported by &lt;a target="_blank" href="https://www.google.com/analytics/siteopt/splash?hl=en"&gt;Google's Website Optimizer product&lt;/a&gt;. It creates a scenario where users come to a page and some piece of code runs and decides what version of the page to show users, usually implemented in JavaScript. And of course the Googlebot will only see the one version, it won't see the alternate versions.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly. So, the clue here is that the intent matters, as is generally the case with Google. If the intent is really that the webmaster wants to test the various versions of the same content, then that's no problem. And if the intent is there to show the user something completely different, then that would be on the border. You would have to look at that.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I mean, you can always take any technique that was created with good intentions and find ways to abuse it. So let's say somebody is testing out four different versions of a key landing page on their site to see which performs the best for them. Maybe they are changing the logos and moving elements around, they might be changing the messaging a bit to see if one tagline is more effective than another, or they may be changing the call to action.&lt;b&gt;John Mueller:&lt;/b&gt; If you are doing that with good intent to find the best solution for your users, and you are showing more or less the same content, then I wouldn't really worry about that.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Say you have a graphic of some sort, an image file on your site that might be a menu link or a logo. And there are various techniques for showing the search engine's robot or any specific user agent's text instead of the graphic. What are your general thoughts in that area?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Generally speaking, if you do that with good intent and you more or less match the content up, then it's fine. So, for example, you could have a menu where you use JavaScript and graphics to create a really nice user experience with an alternate version that's in static HTML that might be behind the graphic menu then. If it matches up, that's fine. And if the home link has an alternate text tag, then that's fine too. But if you have a home link and alternate text that says, "click here to see our great cleaning products available in these 22 cities," then that's kind of sneaky, and not something that we would like to see.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So, there are various grades of this, correct? One level is where the text matches up a hundred percent with what is in the image. And there is a notion of substantially similar, and then you could actually several more grades and have somewhat similar, and then completely different. And, I think you just highlighted an example that's completely different. So, an identical is an easy case, I think you already addressed that. What if something is substantially similar, but is not word-for-word identical?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; I would say it depends on the case, but if you are not trying to deceive the search engine crawler or the user, then it's generally okay, but in general I would be cautious as soon as the content is not identical.. So if you have a link that goes to your homepage and it has a graphic of a house, then you wouldn't have to use house as an all-text. You could just say "go to homepage," or something like that, and it's fine.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So again it gets back to the notion of intent that you've already raised?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; And, of course, one flavor of this is sIFR, which stands for Scalable Inman Flash Replacement. sIFR uses text input to render what is shown in Flash so it is guaranteed to be identical.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly. Where we start to see problems is when a website has a completely Flash-based interface and a lot of different pages all on the same URL hidden behind it. Then it would be hard to include ten pages of HTML on a single page that match exactly what is written in the Flash file. So you have to find a solution for yourself there; how much really makes sense and how much you might have to cut back and just leave the basics in HTML and keep the bulk of your content in Flash.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. And of course when you get to that scale, you are past what you do with sIFR, which is really intended for putting anti-aliased fonts on your page, which is a more limited technology. But I think once you get into the more complex situations, you can use SWFObject, correct?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes, it would be something like that.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; That technology doesn't guarantee that the alternate version shown in text is identical to what is in Flash.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So it is open for potential abuse, but I would imagine that the policy again gets back to what you actually do and what your intent is in doing it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes. And there are two other things that also play a role in that. The first factor is that we have started crawling and indexing Flash files. If you have a lot of content in your Flash file, we will try to at least get to that and include it in our search results.&lt;br /&gt;
&lt;br /&gt;
The second is that there are still a lot of devices out there that can't use Flash. So if you have a website that relies on Flash and you suddenly notice that there are a bunch of mobile users who are trying to use their iPod, iPhone or Android Phone to access your website, then you would start seeing problems because they wouldn't see the Flash content at all. , And if the HTML content doesn't match up with what you are trying to bring across to the user, they will simply leave the site.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; One grade of this problem occurs when you try to implement something in Flash, but you are not going to be doing it with the intent of rendering the same thing that you can easily render in HTML. You are probably using it because you want to create a highly graphical type experience. It is not always the case of course, but certainly one of the things that's appealing about Flash is that you can create a really attractive visual experience. Say you have a man driving a fast car on the German autobahn, the Flash isn't going to narrate the course of the drive.&lt;br /&gt;
&lt;br /&gt;
But in your text rendering of what is in the Flash, you would want to describe what is happening. For example, "it's a nice day and a man gets into his expensive car and heads out onto the Autobahn". So you are actually implementing text that isn't in Flash, but the content essentially is.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes, that's generally fine. If the intent is okay and it matches up so you can see that there is a car and a man driving on the autobahn, then that would be fine.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So again, it is about making sure that you are pretty much rendering the same information so that there isn't anything confusing in the user experience? Like if you flip from one mode to another, Flash, JavaScript or AJAX enabled or disabled, so to speak.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes. If you can think about it from a user-experience point of view; if the user sees the HTML content in the search results and clicks on that page, does that match up what he would be expecting?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So what about serving different content based on an IP address to address things like language and national or even regional issues? Just to think of a regional issue, the products that your customer base in Florida buys could be quite different than the products your customer base in Minnesota buys. So you want to serve up the Florida user one set of offerings and the Minnesota user a different set of offerings. &lt;b&gt;John Mueller:&lt;/b&gt; That is something that I see a lot as a European user, because in Switzerland we have four different official languages, and as soon as you start using a web site, it automatically tries to pick a language that they think is right. They are wrong most of the time, and it is something that really bothers me a lot. So I guess I might be a little bit emotional about that.&lt;br /&gt;
&lt;br /&gt;
One thing that I have noticed that you have differentiate between whether or not your content is really limited to a specific language or geographic location. For example, you have a casino website that you can show to users in Germany and in France, but you can't show it to users in the US. That's kind of an extreme situation, but in a situation like that you would still have to treat Googlebot like any other user that would come from that same location.&lt;br /&gt;
&lt;br /&gt;
So if we crawl your website from the US, and your website recognizes us as an American visitor, then you should show us exactly the content that an American visitor would see. And it would be a little bit problematic if the website started blocking all American users because of legal reasons. So what you would do then is make a public website that everyone can access and then just link to your private website that has been limited to users in a specific region.&lt;br /&gt;
&lt;br /&gt;
So, for example, you would have a general homepage that tells what your website does, gives some information and provides something that search engines can crawl and index. Then when users get to the right location they can click through to your actual content.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So are you suggesting that if a user accesses that website from Germany, they come to some initial page and then they have to click further to get through to page they are actually looking for?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So it is not acceptable to just simply serve them?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes, that might cause problems when Googlebot visits. The other problem there is that IP location and language detection is often incorrect. Even at Google, we run into situations where we think, an IP address is from Germany so we would show German content. But in reality, the user maybe based in France, and it is really hard to get that right. So if you try to do that automatically for the user, you are almost guaranteed to do something wrong at some point.&lt;br /&gt;
&lt;br /&gt;
That leads to leads to the other version of this problem, where users in the wrong location can still access your website. And in a case like that, we would be able to crawl and index the website normally, but I recommend that you include elements on your website that help the user find the version of the website that they really want to use.&lt;br /&gt;
&lt;br /&gt;
The important thing there is that you use different URLs for the different locations or different languages so that we would be able to crawl all of the specific content. So when I go to Amazon.com from Germany, for example, I have a little banner on top that says "Hey, don't you want to go Amazon Germany? We are much closer; we have free shipping". And that way, the search engine would still be able to see all the content, but users would still find their way to the right website.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So this of course is a little bit different than the scenario where you implement a website at casino.co.de, or .co.uk, or .com, or .co.us, where you really are creating versions that are meant to be indexed in the local version of the search engines?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly, yes.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So that's a different scenario that someone could use if they wanted to.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; I think the key point is whether or not users are allowed to access the wrong version of the website, or if there is a legal reason why it is blocked completely.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So if the legal reason isn't there and it is just that you want the default language that a German user sees, and you are willing to accept the fact that you are right about 90% of the time and you are wrong about 10% of the time, they can click the French link if they are really from France?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes. I think that the important part, especially with languages, is that you really provide separate URLs so that Google can crawl all language versions. And this way you also don't have to do language detection on your site. The user will search for something using a German or French-speaking Google, and we will show the French or German-speaking pages appropriately.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So they end up in the right place through that mechanism?

&lt;b&gt;John Mueller:&lt;/b&gt; Yes. And you don't even have to do anything on your side. Maybe if you have a homepage you could show a little drop-down and let the user choose. Or you could have it pre-populated with the determined location by default, but you are still giving the user a choice between the different language versions. You give the search engine a choice and we will try to send the users directly to the right version.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What are your thoughts on serving up different content based on cookies, such as explicit or inferred user preferences.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; I think the general idea is also to make sure that you are not trying to do anything deceptive with that. Say, for example, you have a website where you just have general information. If a normal unregistered user comes there and you show that same general information to Googlebot, that is fine, because even a logged in user finds more information when he accesses the same URL. So if you make sure that it matches up with what a user would see, then that's generally not a problem.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; And since we are talking about cookies, presumably we are talking about a user who has been at the site before. So if they come back, their expectations may be for somewhat of an enhanced experience based on their interactions.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly. So if you have it setup in a way that logged in users or users who have preferences get to see more detailed content, then that's fine in general. But if you have it in a way that users who were logged in see less content or see completely different content, then that would be problematic.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. Can you give us an overview of &lt;a target="_blank" href="http://googlewebmastercentral.blogspot.com/2008/10/first-click-free-for-web-search.html"&gt;First Click Free&lt;/a&gt; and what its purpose is?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; We started First Click Free for Google News so that publishers could provide a way to bring premium content to their users. For example, if you have a subscription based model for your website, you could still include those articles in the Google News search results and a user who goes to those articles would still be able to see them and read that article normally. But as soon as they are trying to access more on your website, they would see a registration banner, for example.&lt;br /&gt;
&lt;br /&gt;
Now, we have extended that to all websites, because we know not everyone can be accepted into Google News; it is kind of a special community. So if you have some kind of subscription or premium content, you can show that to Googlebot and to users who come in through search results. But as soon as something else is accessed on that site, you are free to show a registration banner so that users who are really interested in this content have a way to signup and actually see it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So the idea here is you have subscription-based content and Google wants to make its users aware that that content is there and it exists.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So the user goes to Google, they see the article, they decide to go read it, the site implementing First Click Free checks the referrer and makes sure it is from Google, in which case they show the full article including all pages of a multi-page article, not just the first page?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; And then the user potentially gets the registration banner when they go on to or a subscription box on a different article?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Now, can a user just go back to Google and search on something and try to find that same article somewhere else in the search results?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Theoretically, yes. That would be possible, but we found that most users don't do that. It is more work that way, and if it is content they are really interested in, they will figure out a way to access it normally. When you like the content, you might say a subscription and say "Okay, this is a good website. I want to come back and read more of this content. It is fine if I just pay a small amount for it".&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I would imagine that for most subscription-based sites that it is an effective program to expose their content and increase their subscriptions.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Yes, absolutely.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Exposure is really good. To do this, you basically bypass the login screen and give it access to all the content that you do want to index when Googlebot comes to the site.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly, yes. I would expect that you could probably do the same for other search engines. You might want to check with them, but I think that is generally acceptable if the user sees the same content as the search engine crawler would see.&lt;br /&gt;
&lt;br /&gt;
One thing that I have noticed when I talk to people about this is that they are kind of unsure how they would actually implement it and if it would really make a difference in their subscription numbers. It is generally fine to run a test and take a thousand articles and make them available for First Click Free, make them available for Googlebot to crawl and make them available for users to click on.&lt;br /&gt;
&lt;br /&gt;
You can leave the rest of your articles blocked completely from Googlebot and from users. Feel free to just run a test and see if it is going to make a difference or not. If you notice it is helping your subscriptions after a month or so, then you can consider adding more and more content to your First Click Free content.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. You can take it in stages. Are there other questions on these topics that you hear from people at conferences or out on the boards?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Another thing about cloaking is that we sometimes run into situations where a website is accidentally cloaking to Googlebot. That happens, for example, with some websites that throw an error when they see a Googlebot user agent. It is something that can happen to Microsoft IIS websites, for example, and that would technically also be cloaking. But in a case like that, you are really shooting yourself on the foot because Googlebot keeps seeing all these errors and it can't index your content.&lt;br /&gt;
&lt;br /&gt;
One thing that you can do to see if that is happening, is to access your website without JavaScript, with the Googlebot user agent, and see what happens there. If you can still access your website, then that's generally okay. Another problem that sometimes comes up with language detection is that a website will use the same URLs for all languages and just change the content based on user or browser preferences.&lt;br /&gt;
&lt;br /&gt;
The problem here is that Googlebot will only find one language, and we will just crawl the whole website in that one language. So, for example, we have seen cases where Googlebot was accidentally recognized as a German-based user, and we re-crawl the whole website in German and suddenly all the search results were only showing up to German users.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So people in the UK couldn't see the UK-English version of the site, because, the Googlebot wasn't aware the content was there?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Users in the UK would be able to see that content, but since the Googlebot was recognized as a German user, it was seeing the content in German only. In this case, the old pages would be re-indexed in German, so if someone was searching for an English term, they wouldn't even find that site anymore.&lt;br /&gt;
&lt;br /&gt;
The lesson here is to really make sure you have separate URLs for your content in different languages and locations.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right, for purposes of this example, we are assuming that the content is identical but translated.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; And, you want to have separate pages for the different language versions of the content.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Excellent, thanks John!!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;John Mueller:&lt;/b&gt; Excellent, thank you!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=393#MakeAComment"&gt;comment on the John Mueller interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Other Google Interviews&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-rajat-mukherjee-030909.shtml"&gt;Google's Rajat Mukherjee, March 31, 2009&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-sandra-cheng.shtml"&gt;Google's Sandra Cheng, February 16, 2009&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-cedric-dupont.shtml"&gt;Google's Cedric Dupont, February 4, 2009&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-brett-crosby-103108.shtml"&gt;Google's Brett Crosby, December 1, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-maile-ohye.shtml"&gt;Google's Maile Ohye - August 25, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-carter-maslan.shtml"&gt;Google's Carter Maslan - July 14, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-matt-cutts-061608.shtml"&gt;Matt Cutts - June 16, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-dick-costolo.shtml"&gt;Google's Dick Costolo - April 28, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-adam-lasnik-012408.shtml"&gt;Google's Adam Lasnik - Feb. 4, 2008&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-sep-kamvar.shtml"&gt;Google's Sep Kamvar - Dec. 17, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-matt-cutts.shtml"&gt;Google's Matt Cutts - Oct. 8, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-udi-manber.shtml"&gt;Google VP Udi Manber - July 9, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-vanessa-fox.shtml"&gt;Google's Vanessa Fox - July 2, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-mark-lucovsky-050307.shtml"&gt;Google's Mark Lucovsky - June 10, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-adam-lasnik.shtml"&gt;Google's Adam Lasnik - Apr. 30, 2007&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="http://www.stonetemple.com/articles/interview-rajat-mukherjee.shtml"&gt;Google's Rajat Mukherjee, Apr. 16, 2007&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting&lt;br /&gt;
(508) 485-7751 (phone)&lt;br /&gt;
(603) 676-0378 (fax)&lt;br /&gt;
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            <category domain="">Google/SEO/Cloaking/First Click Free/John Mueller</category>
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            <title>SEOmoz's Sarah Bird Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: May 4, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
Sarah serves as COO of &lt;a target="_blank" href="http://www.seomoz.org/"&gt;SEOmoz.org&lt;/a&gt;, Inc. and is also a law and technology blawger (don't be as dense as I was, "blogger" + "law") extraordinaire.&lt;br /&gt;
&lt;br /&gt;
Prior to Sarah's tenure at SEOmoz, She worked as a litigator for a small firm in Washington State where she managed diverse and complex cases.&lt;br /&gt;
&lt;br /&gt;
Sarah attended Simon Fraser University in Vancouver, Canada; Koç University in Istanbul, Turkey; University of Washington School of Law in Seattle, Washington; and East China University School of Law and Politics in Shanghai, China.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Let's start by talking a little bit about a performance-based SEO agreement and how both sides of the deal should be thinking about it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; A performance-based SEO agreement can work out really well if the parties have a lot of trust and openness, and if there is a good contract in place. But before you get a good contract, there needs to be a lot of good communication. You've got to talk about all the details and all the expectations.&lt;br /&gt;
&lt;br /&gt;
Obviously it's attractive for the merchant, because they don't want to pay for something if they are not going to see results. And they feel like they'll get better results if the person who is doing the SEO work has incentive to perform well. So, from a merchant's perspective, they are only paying for what they actually get.&lt;br /&gt;
&lt;br /&gt;
From the SEO side there is a feeling that if you have a product or business that you really believe in, then you can participate in the upside driven by that. If you know you can do a good job and take them to a whole new level --reaching their customers and selling their product-go ahead and do it. The potential reward can be really, really tempting and really powerful.&lt;br /&gt;
&lt;br /&gt;
So, there are some obvious reasons why these kinds of contracts seem like a great idea; and in fact they can be. I am a pretty conservative person myself, so sometimes I talk about performance-based agreements with a negative slant, but I do believe they can work. It's just there are so many things you've got to do first.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; We have actually done very well with them when we've done them. As an SEO consultant, the way I approach it is to determine what level we'll be working on and how much we'll be spending. For example, if we are working at a 10K per month level, we might take half of what we are spending and keep it as a fixed retainer fee, and then take the other half and put it into the performance bucket. And if we are successful, we'll look to double our money on what the base fee would have been.&lt;br /&gt;
&lt;br /&gt;
So, if we take $30K in retainer, and we put $30K at risk based on performance, I want an opportunity to make $60K on that risk piece so we make a total of $90K. And, that's kind of where I think it really creates the big gain on the other side.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Exactly. Clearly it can work. What it sounds like you've been doing well is having a lot of those difficult conversations upfront about what both your and their expectations are. Another important part of communicating ahead of time is talking about when it will end; at what point do you no longer get commissions for the work you do? And I think a lot of people leave that part out of the conversation, and then it becomes difficult.&lt;br /&gt;
&lt;br /&gt;
Many months will go by and the merchant will not want to keep paying commission forever to the people they have hired. If they are having success, they will want to keep some of that success for themselves. On the other side, SEO is thinking is that, "Hey great, I am just really starting to kick it into gear and just starting to reap the rewards that I knew I could get with all the time and effort I have invested".&lt;br /&gt;
&lt;br /&gt;
That is an important conversation to have. I am curious--if you are comfortable talking about your strategies --how long do you typically do your performance-based contracts?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; We look for something like a 6-month time interval. One of the things that's very complicated about SEO. You never know when you are going to see the return. Sometimes you can get returns really quickly when all the chips fall the right way. But other times it takes six months before you have significant changes in trafficking. It really depends on where the site is currently, what the smartest strategy for them is and what it takes to execute that strategy so search engines will pick up on it. So, it gets complicated, but six months is usually pretty safe time interval.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; I think that's a nice time interval. Like you said, you are sure to see some results by that point in time. And, the merchant is probably pretty comfortable with that time period, because it doesn't seem like a lifetime for them. I think that's really within the typical range of about four to ten months commitment level on any kind of paper performance agreement. Another thing I recommend is being very clear upfront about who owns the intellectual property that is being created.&lt;br /&gt;
&lt;br /&gt;
That can even include your expertise on what should go in the title tags and what articles should be included. Sometimes you are even writing the skeleton of the article, if or actually fully creating the content. And it needs to be clear who owns the domain. Those are important questions.&lt;br /&gt;
&lt;br /&gt;
Sometimes SEOs even go in and set up the whole domain. They setup the analytics programs, they do everything, and then two months later the merchant tries to boot them out. The SEO has put in all this hard work and gotten the chance to get rewarded for it. I think that's an important discussion to have for clarity ahead of time.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; But my main concern from that perspective in contracts is that there aren't any restrictions on any SEO techniques and methods that are inferred by the contract. If we use a novel new technique to help the client out, we certainly would agree to not reveal any details of their specifics. But, as a concept the piece of SEO expertise we have to own, because that's what we do for a living.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Yes, exactly. And I think the more you can set forth what you are counting as your SEO expertise ahead of time in conversation, and hopefully in a contract, the better both parties will be. If their expectations are set, everyone is going to be happier in the end. And if you do have to unwind early, or even if you are just unwinding on time, there are no surprises about what you are taking with you.&lt;br /&gt;
&lt;br /&gt;
People who are just beginning to do SEO on this performance-based level tend to overlook this. It is really critical to have that conversation. I really like that you guys are doing a base monthly retainer, because then there is no complete loss to you for the investment and the work you do. I think a lot of the SEOs have that experience where they give advice, they have great ideas, but they are not in-charge of being able to implement it for whatever reason.&lt;br /&gt;
&lt;br /&gt;
You can give all the advice in the world to a client, but if they don't implement it, or if they implement it the wrong way, then you may not get any good results. It's not something the SEO always has control over, so I think that idea where you have a base monthly retainer, that's at least going to cover a certain amount of your cost and time. It's a great way to mitigate the risk of loss compared to a solely performance-based SEO agreement.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; If you make a set of wonderful SEO recommendations, and it takes them four months to implement it,&lt;br /&gt;
&lt;br /&gt;
where does that leave you? That's certainly one reason why we always take some of the money in hard cash rather than put it all at risk. The other way to handle it is to provide the web development resources in the contract. Then specify that you have the right to make the changes you recommend, within reason, of course. This way you start to have more control, which matches up with risk in a very nice way.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; I think that is exactly right. And I think any SEO company would ideally like to have the manpower to also be able to complete the implementation. And whether or not that's an option, or the degree to which it's an option, will really depend on the clients and what kind of business structure they have. So yes, I think that works really great, especially for smaller businesses or for businesses that are just starting out.&lt;br /&gt;
&lt;br /&gt;
They are much more likely to want an expert to takeover all of there web development resources. But if we are trying to go to some huge site that already has tens of thousands of pages, there is no way you could do the web development for a site that size.&lt;br /&gt;
&lt;br /&gt;
I also want to point out that you have to have a lot of trust in whoever you are working with, especially if you are new to the industry. But trust is not a replacement for a contract and people shouldn't be shy about requesting a contract. If you are asking for a contract, it doesn't mean that you don't trust them, it means you want to make sure everyone is on the same page and stays on the same page for the time period that you'll be working together.&lt;br /&gt;
&lt;br /&gt;
Because you are working with a business, they could always have people coming in and out of roles. New people may not have the same institutional knowledge because they weren't there when the agreement started. I've seen agreements, performance-based agreements, that begin well, but then go downhill when someone new comes in.&lt;br /&gt;
&lt;br /&gt;
If you don't have that kind of contract written down for everyone to rely on, you can get into trouble even when you wouldn't anticipate that in the beginning of the relationship.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I totally agree. When you are trying to build rich information resources to help establish the website as a leader or an expert in its field, you may go off and create lots of different valuable content. So when you do that, one of the things you do, especially if you are working on large websites you start trying to create lots of valuable information, and you end up referring to other things on the web.&lt;br /&gt;
&lt;br /&gt;
You may start referring to information that's been published by others on pages that maintain a copyright notice. So, there is a concept called "fair use" that is applied in situations like this. Can you outline what it is, how it works and how they should interpret it in terms of not taking risks with the way their content is produced?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; I think this is a great topic, and it's a legally hairy one because there will never be a crisp definition of what's fair use is. On one side of the coin, there is this feeling that, if you created the content, you should be able to own it. I think everyone agrees that we want people who make good content to have a good livelihood. But I also think everyone agrees that this product-=information--is good for society--its dialogue, its ideas, its speech and in how human beings can advance through it.&lt;br /&gt;
&lt;br /&gt;
There is this natural tension between our core beliefs. We say people should be compensated and deserve to preserve the value they create, but then, we all want the information to be spread around freely and openly. So fair use is how we resolve this problem, and it basically says you can use other people's' content as long as it's fair. You can't steal that content, you can just use a certain amount of it in certain context.&lt;br /&gt;
&lt;br /&gt;
We are going to call that fair and legal. It's okay to do it a little bit, because we want to share the idea. We just don't want to totally rob or steal from the original content owner. So there is no clear definition for fair use. It merely evaluates the factors of context, the purpose and character of the use, the nature of the content, the amount of the work used in relation to the whole, and the impact on the potential market.&lt;br /&gt;
&lt;br /&gt;
The first factor is the purpose and character of the use. If you are using someone else's content to make money off it, that looks a little worse and feels a little less fair than if you are an academic professor and you are just trying to discuss an idea in a classroom. That's a noncommercial use of ideas, but the situation isn't always that clear and the decisions are generally not made that easily. You can talk about it, put it in practice, but somewhere along the line it can always get blurry.&lt;br /&gt;
&lt;br /&gt;
The other factor is the nature of the content. If it is scientific, biographical, historical or factual, then the public has a greater interest in accessing the information. And because the goal of their use is to encourage progression of knowledge, the more academic or scientific the content is, the more likely the court is to say that it' is fair use.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Isn't there also this notion that the things that are purely factual and available from multiple sources are fair game? Information that can be used very broadly, like the fact that Seattle is in Washington State.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; But, you still have the notion that if somebody renders the data in a specific way, then their specific rendition of the data can still be protected.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; That's where it starts to get blurry. Everyone can agree that the fact that Seattle is in Washington should be fair use because we want to spread knowledge. But on the other side of that tension, you always have to be aware of the content factor. Whether it's a song, some sort of graphic an artist has created, scenes from a movie or a product review, these things are not as factually based and not actually based in science or biography.&lt;br /&gt;
&lt;br /&gt;
They contain opinion and creativity that's more highly protected. One of the questions you should ask yourself, among many, is if it is just a fact or if it is somebody's creative work? If it's a fact you are probably more in the clear than if it's somebody's creative work. That can become a little blurry sometimes, but overall I think we hit the nail on the head with your Seattle example. No one owns that, so you will be fine using it.&lt;br /&gt;
&lt;br /&gt;
Another factor is the amount of work used in relation to the whole. For example, when they launch a new movie, they want you to come see this movie. In the advertisements they often take extracts from critics who've written reviews, if it's "two thumbs up," or if it's "fantastic," or whatever. But you'll notice they only take a couple words. They don't take a whole article, they only take a few things and that is considered fair use because you are not taking the critic's whole work. You are just taking bits and pieces.&lt;br /&gt;
&lt;br /&gt;
If you are online and you are reading a great Search Engine Journal piece on the Google algorithm, we can look at that article and we can take a sentence here and there and then talk about it on our blog, and then expand upon it with our own ideas. So we are interacting with the ideas on Search Engine Journal. Now, we can't take whole paragraphs or the whole articles and republish it on our blog, because that would be too much and that would be unfair.&lt;br /&gt;
&lt;br /&gt;
But, you can have a dialogue and you can extract little blurbs from it. How much is too much will depend on how large the article is overall, and how important the piece of information is that you took.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; The related question is the role of citation. How does referencing the original work affect the equation?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Fair use technically has no laws requiring you to provide any citation. For example, when you are making a mash up of various things you've found on the web, you don't need to cite every single one of them. You can create a new product out of bits and pieces about their products with no problem. But if you want to be a participant in a dialogue and you want to help create that impression that you are using this content to engage in a dialogue and to spread ideas, that's going to help your fair use in a sense.&lt;br /&gt;
&lt;br /&gt;
You are basically saying "I am participating in the communication of ideas. I am not trying to steal someone else's glory or content for myself and I am not trying to ignore them. As a matter of etiquette and as a matter of participating in a community, you can give them credit somehow. But citing it or giving attribution is not required by law.&lt;br /&gt;
&lt;br /&gt;
A judge isn't going to care whether you linked to them or just cited their name. They are not going to ask you that, but as a good net citizen it's something you should consider. You can just pat the other person on the back and tell them you really appreciate the article they wrote.&lt;br /&gt;
&lt;br /&gt;
As SEOs I think we're more aware that it's vital for the other person to get that link back. But I would be misleading people if I told them that, the law says you have to link back when it doesn't actually say that.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; The law doesn't care basically.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; No, the law doesn't care about that, but it is certainly one of the elements of being a good net citizen.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, you are putting yourself in a position where they are less likely to get angry with you.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Yes, absolutely. It can help make it clear that you don't have bad intention, but you really are just trying to engage an idea. There is one final factor we should discuss, which is in some ways the most important factor because it sums up the others. That last factor is whether or not the content you are borrowing from someone else has an impact on the potential market for that content. For example, I can't go and republish someone's book in it's entirety on my website, because that would mean I've just stolen part of the market from the original author.&lt;br /&gt;
&lt;br /&gt;
It has an impact on his market, as people can get it from me so they're not going to buy it from him. I think that sort of sums up what we are balancing on all the factors. It's important to think about whether or not taking someone's song, graphic or part of an article, impacts their market and their ability to get value out of the product they created.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Sometimes it goes further and people actually steal your content.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Yes, it does happen. It happens all the time, where someone takes your content, they take your whole blog post and republish it on their site, and that's obviously not fair use. But there are several things you can do, especially if you are in the US or in some jurisdiction that's covered by the DMCA. The first, and I think best, suggestion I make is to at least try to contact the website owner and say "hey, you are stealing my content, take it down." Start by having a professional conversation with them.&lt;br /&gt;
&lt;br /&gt;
Some people roll their eyes when I say some of that stuff, because there are websites who know they are stealing content. They don't really care that they are stealing content and they are not going to care who contacts them, right? But other times it is a genuine misunderstanding of how the online system works. There are people out there who think that they are not stealing as long as they link back, but that's not true.&lt;br /&gt;
&lt;br /&gt;
Those are people who think giving attribution is enough, but it's not the same thing. The first thing I think is to try to contact the website owner. Usually they will have contact information on the website, but if it's just a scraper site, it's unlikely they are going to have any contact information on their website.&lt;br /&gt;
&lt;br /&gt;
You can also try to get their who is information, and hopefully that will; be accurate. If it is accurate then they are in the US, and they are more likely to respond to an email. But if you can get an email address for them, that's a great sign already that the request will be effective.&lt;br /&gt;
&lt;br /&gt;
The important thing about the DMCA is that it does allow you a quick way to get the content that someone's stolen from you out of the search engines. The whole idea is to protect your content, and obviously you don't want someone to go to the stolen content, you want him or her to go to your content. So maybe you can get the person who actually runs the website to take it down, but if that doesn't work you can get Google to take it out of their search engine results so that other people can't find it. And, that's sort of the idea behind a DMCA request.&lt;br /&gt;
&lt;br /&gt;
If I am a copyright owner and I have a problem with someone stealing my content, I can send this letter to Google and let them know that. If you do that, Google contacts that website to let them know that they are going to take the content out of their index. So if you are doing work for a client and they get one of these messages from Google by mistake, you can actually respond to Google and tell them that you got this letter saying you were stealing content, but it's not true.&lt;br /&gt;
&lt;br /&gt;
Then Google, who has to be the middleman, will put it back up. It's a really quick way for copyright owners to try to address this online stealing of content, but it's not a full trial or anything, it's just an incentive for search engines like Google to take content down quickly. And if you've been accused of stealing content, they'll also give you this really quick and easy way to get your site back up. Again, without a trial, without a jury, you just have to contact Google and tell them they have been mistaken, and swear it is your content.&lt;br /&gt;
&lt;br /&gt;
Now if there is still a disagreement, the content owner is now responsible for basically filing a lawsuit, because you've got to protect your rights in court. So, the DMCA is the first step, and it works for most people, but, you may have to file a lawsuit if the other website claims it is their content.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Any experience with how quickly the DMCA requests are responded to by Google?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; I've had good luck with those actually. I think they have fourteen days by statute to respond to DMCA takedown notices, and I had great luck getting into that window. We are talking in matter of days, but I have heard other people say otherwise. I don't know what makes the difference, and I am just guessing, but maybe they didn't send the takedown notice to the right place or they didn't sign it.&lt;br /&gt;
&lt;br /&gt;
There are few things that have to be done for the process to work smoothly. You've got to sign the request, you've got to swear that you are the owner and you have to be acting in good faith. So it could be that people who are not having success maybe are missing a step. But I am not really sure.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, another thing that we usually recommend as an interim step is to contact their hosting company if you've already tried and failed to contact the site owner.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Yes, exactly. Hosting companies are also required to respect DMCA requests. You can do the same kind of process with asking them to take it down as we just discussed with regard to Google. So yes, I think that's another great option.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; And if the hosting company doesn't respond, then they have some liability in this situation?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; That's exactly right. That's how the law gives incentive to the search engines and hosting providers to act quickly. If they act within a certain period of time, then they can't be held liable for any of the possible infringements taking place. So, it's a great incentive. It's not a perfect system, but I think it's a pretty good one.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Well, and if you work the system effectively, then you can protect your rights reasonably effectively.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Definitely. And I would say there are only two caveats. One is if you are not from the US, but you are trying to use the DMCA to takedown a site or get a takedown revoked, you should probably think twice about doing that. Because foreign companies may not be subject to the laws of the US, but if you use the DMCA process, you are agreeing to be subject to the US jurisdiction that covers our copyright views.&lt;br /&gt;
&lt;br /&gt;
It's a technicality, but foreign companies and people may not realize that they are agreeing to US jurisdiction if they use this process. It's not just an administrative thing, it's an actual legal process. The second thing I wanted to highlight, which probably goes without saying, is to definitely make sure it really is your content when you send a takedown notice. Don't ever use the DMCA process abusively, because there are really severe financial penalties for abusing the takedown process. So if you send one because you are just trying to get a competitor's site taken out or whatever, you can get in some serious trouble. Make sure that you are not just guessing that there are some copyright infringements, definitely make sure you are acting in good faith and it's your content.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right, The penalties are actually pretty stiff.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Yes, they really are.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Another interesting thing that happened in the industry recently is that the Federal Trade Commission made some changes in the rules about self-advertising.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Yes. It is debatable whether or not you would actually call them changes, but they are being perceived as changes within the SEO and online marketing world. There have been rules for print advertisers and for television advertisers about stealth marketing techniques and about substantiation in place for a long time.&lt;br /&gt;
&lt;br /&gt;
You have to be able to substantiate any claims you make about your products; you can't just say "Ours is better than Jesse's," or "This will make your kids pay better attention in school." You can't just make those kinds of claims, you have to be able to substantiate them. For a long time it wasn't clear whether or not those same standards of disclosure about substantiation applied to the online world as well. So finally, the FTC has come up with some guidelines that say they indeed to apply to the online world.&lt;br /&gt;
&lt;br /&gt;
This should just remind people who make a living on the web to know what's okay and what's not okay in advertising. Let's say you are an affiliate marketer and you are doing some advertising campaign work for some sort of a vitamin company. And say they tell you to put in the advertisement that the vitamin will make people lose 30 pounds. You can't just to put that in there without being sure it's true, because you have to have some ownership and responsibility for the claims you are making.&lt;br /&gt;
&lt;br /&gt;
You actually have to go to the manufacturers and merchants and ask for proof for these claims about the product. And if they can't give you any proof, then you shouldn't run that in the ad because you will be on a hook for those claims.&lt;br /&gt;
&lt;br /&gt;
Whether or not the claim is true is not the issue, the FTC is more concerned about whether or not you did your homework and got proof. Advertisers have actually made claims about products, and then the FTC has come in and say "Hey, where is your proof about these claims?" Then the advertiser would say " we don't have a proof right now, but we'll get you some". And then the advertiser does some research, and it turns out their claims were in fact correct.&lt;br /&gt;
&lt;br /&gt;
That is not good enough for the FTC, you can't just make claims and hope they prove to be true once you finally got around to substantiating them. You need the substantiation ahead of time. I think that's an important element. You can't just go with your gut feeling, you have to actually substantiate it in advance of making the claim. And if you are the marketing agency, online or not, you have to make the effort to see that proof before putting the advertisements out on the market.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, let's ask a question about a specific scenario. Say you are an agency and you go back to your client ask them if they can substantiate that 74% of people in the blind taste test picked their cola product over the other cola product. And then they come back to you and send you a nice email that says, "Yes, we did a blind taste test." But they choose to omit the fact that the blind taste test was done directly outside their headquarters' building. But they ran this test and you as the agency receive their email saying that they had in fact ran the test. If you have this kind of documentation have you done your due diligence at that point?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Well, you are very close at that point. The confirmation that just said, "Yes, we did substantiate", is not quite enough. You have to ask them to send you the documentation next. They should have that substantiation on hand, it shouldn't be news to them that they actually have to prepare some kind of document saying that they did substantiate their claim.&lt;br /&gt;
&lt;br /&gt;
If they tell you that it's not really something they are prepared to show anyone, that should be a red flag to you. Verbal confirmation that claim is substantiated is not enough; you want to see some sort of evidence that they did it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Sure. There are certainly a lot of businesses out there that have tiny internal staffing that have grown by being very aggressive about their marketing. But, if your visibility goes up, your exposure to these kinds of issues goes up.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Absolutely.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; For example, you have all these social media networks that tend to grow very quickly. I don't know if they do that much advertising, but if they did, and they made claims, they may not have had time to do any substantiating.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Right, and that's just risky according to what the law and the guidelines say. Now of course every business owner has to decide his or her own risk tolerance level. Some people are going to say that the FTC gets around to validating so few companies' claims because they don't have the resources to check everyone, so chances are pretty good that they won't check me.&lt;br /&gt;
&lt;br /&gt;
That is true in a way. The FTC is only one agency and they've got a lot of stuff to do, so they are not going to check everyone. So some businesses are going to be willing to take that risk. I think the risk tolerance level is highly correlated to how big of business it is and the kind of presence it has with consumers. Big businesses just need to be more attuned to this risk. There are just all kinds of factors to consider in deciding what level of risk you are okay with. To summarize, the FTC definitely made it clear that online advertisers are also held to substantiation rules.&lt;br /&gt;
&lt;br /&gt;
Another thing they made clear is that online advertisers are also covered by rules about so called stealth marketing. This basically means that if it's not obvious that the advertiser is being paid to do this advertisement, there needs to be a disclaimer saying he or she is in fact being financially compensated.&lt;br /&gt;
&lt;br /&gt;
Like Tiger Woods advertising golf balls, we all know he is being paid to do that, so they don't have to put a little disclaimer up there saying "Tiger Woods received money to do this". However, there are more subtle things, like if you are going through a chat room and you leave a comment on a blog about a product and link to it, it is not necessarily obvious that you have a financial association from the merchant that would require disclosure. It's considered to be material to the consumer's decision, because they never really know how much to trust this person and what they are saying about the product.&lt;br /&gt;
&lt;br /&gt;
The consumer's perception is going to change if they realize that that person is being paid by the company that makes that product. So if you are an affiliate for someone and you write a nice post talking about how great of a product it is, you should disclose somewhere on your site that you make money every time someone buys the product you are talking about. I think that has people really scared.&lt;br /&gt;
&lt;br /&gt;
In the online marketing world right now, there are people who think that that's really not a fair law. I personally think it maybe makes marketing much more difficult, and I feel like it hampers peoples' creativity, but it's probably a good thing for consumers to know if someone is being paid to talk about a product. So it's uncomfortable, but it's probably overall good for e-business. It will increase trust in the marketplace, which I think is always a good thing.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. And when you look at that from Google's perspective and their effort to address paid links, what's being said here is not only is it Google's position, but it's the FTC's position as well.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; That's exactly right. And you'll notice that that's why Google had to move to adding the words "sponsored-links" on its SERPs page through that same idea. We can't just say that these all happened to get to the top of the page because they were the best matches to your search, because people actually pay Google to put these here.&lt;br /&gt;
&lt;br /&gt;
Google is kind of ahead in the game in that regard. The EU had a law come down specifically addressing stealth marketing and word-of-mouth marketing last summer. They had a very similar disclosure requirement about the financial relationship between marketers and products. So the FTC is actually little behind on this, which I think is causing a backlash now. People have gotten used to marketing in certain ways, and they are kind of getting a rude awakening now. You've got to disclose who you are to the consumer, make the relationship clear.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks Sarah!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sarah Bird:&lt;/b&gt; Thank you Eric!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=387#MakeAComment"&gt;comment on the Sarah Bird interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
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&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting&lt;br /&gt;
(508) 485-7751 (phone)&lt;br /&gt;
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            <category domain="">Web Marketing/SEO/Legal Issues/SEOmoz/Sarah Bird</category>
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        <item>
            <title>Omniture's Bill Mungovan Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: April 6, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
Bill Mungovan is currently the director of product marketing at Omniture responsible for their SearchCenter product. Previously, he helped build the search engine marketing practice at Carat, working directly with agency clients in exceeding their ROI and branding goals through search.&lt;br /&gt;
&lt;br /&gt;
Mungovan brings a broad range of skills in search advertising optimization, account management, search directory development and search content production to his role. He previously served as Director, Client Relations at LookSmart where he was overseeing the day-to-day operations of the Account Management and Customer Service teams.&lt;br /&gt;
&lt;br /&gt;
Prior to joining LookSmart, Mungovan worked for Snap/NBCi in the Search and Directory space, and also worked at CNET in San Francisco.&lt;br /&gt;
&lt;br /&gt;
Mungovan has shared his search expertise as an invited panelist at several industry events, including Search Engine Strategies in New York, San Jose, Chicago and Dallas, PubCon and OMMA West. He holds an MBA from the University of San Francisco and a B.A. from the University of New Hampshire.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Let's start by talking about a basic overview of Omniture, and then move into an overview of Omniture SearchCenter.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Omniture is a general value proposition to the market. Our Online Marketing Suite includes our web analytics tool, SiteCatalyst. It also includes 9 other products, such as Genesis, an integration tool that pulls in data from other sources and Test&amp;Target, a landing page optimization and a multivariate testing tool, and of course SearchCenter.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Is Test&amp;Target based off the acquisition of Offermatica?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Yes, Test&amp;Target is basically based off of the Offermatica technology. It is a dynamic Landing Page Optimization with Multivariate Testing on its landing pages.&lt;br /&gt;
&lt;br /&gt;
SearchCenter was basically built in the context of that marketing suite. SearchCenter is what we call a search management tool, in that it accesses each of the major search engines from a single location and provides automated bid management and portfolio optimization. You can access all sorts of different reporting functionalities through the SiteCatalyst integration.&lt;br /&gt;
&lt;br /&gt;
We think about SearchCenter as a tool for search marketers, but given the fact that we have Genesis, we can pull data in from other sources, like an email provider, an ad-server, a CRM system like SalesForce.com or a client's custom, internal database.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. Pulling in data from other sources is one of the big challenges with bid or campaign management. People are so used to treating everything like they are direct response marketers. But a company that has physical locations, and a web site, is likely going to have interactions with people going to the web site and buying offline, and vice versa. So, being able to pull in data from other sources allows you to credit those campaigns in a meaningful way so that you can more effectively manage your bidding strategy.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Yes. That's the heart and soul of the way we think about search, which is obviously the hot topic. We use SiteCatalyst to collect all of that data. So, in your example, you could pull in point-of-sale data or data from a call center. There is really no shortage of examples there. Then we can generate bid rules and bid strategies based on that data.&lt;br /&gt;
&lt;br /&gt;
That's how Omniture thinks about the world, given the fact that we have SiteCatalyst as an underlying platform. We can pull data in from all these different sources, and then use that data not just for attribution, but also to improve bid strategies.&lt;br /&gt;
&lt;br /&gt;
We have clients whose web sites generate more sales over the phone than they do on the actual site itself. Say they sell complicated items that people want to talk through over the phone. We need to be able to tie back exactly which keywords led to sales over the phone, and how much those sales were worth. So, it's not just attributing a sale to the correct channel, it's actually determining bidding based on that data.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; You made reference to portfolio management, and there is an aspect of that that I'd like to dig into a little bit, which is the notion that if you are bidding on a very high volume keyword it's really easy to get enough data to make decisions about whether that keyword is profitable or not.&lt;br /&gt;
&lt;br /&gt;
But, we have the long tail, where the data is scarcer. It's maybe only a few clicks a day, or maybe it's a large pay-per-click account that has hundreds of thousands of keywords that get a few clicks every a week. So, by portfolio management, do you mean a strategy for looking at those keywords in a more holistic group fashion?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Yes, that's exactly what it is. It's just an option for us to have two types of bid management in the system. One is the bid rules, which are basically just if-then statements. So, if you are getting this much revenue from a keyword, then you should increase the CPC by a little bit. But we also have portfolio optimization on the other side, which is just another option for marketers.&lt;br /&gt;
&lt;br /&gt;
We found that having both presents more options to our advertisers. Now, with respect to the question of not having enough data to actually understand what's happening on a keyword by keyword basis for long tail keywords can happen. That's the biggest fundamental problem with portfolios of keywords.&lt;br /&gt;
&lt;br /&gt;
I think the portfolio optimization approach does not have enough data, and our tool projects it out based on what limited data we have and what we think may happen in the future. If there is no data, there is only so much we can go on. After a certain point, we just assume that that keyword is just not going to generate any clicks. But, that's one of the problems that we see. We do mathematical projections for the future based on the limited data that we have.&lt;br /&gt;
&lt;br /&gt;
What I am getting at is that our approach to search is the opposite of complicated mathematical Black Box formulas. We also have that built into the tool, we just don't believe fundamentally within Omniture that you can click a button and your entire search marketing program will be quickly taken care of. That's a Black Box approach that we feel has run its course in the market.&lt;br /&gt;
&lt;br /&gt;
We just don't believe that there is any single approach to bid management or search marketing that's going to work for many different clients. It speaks to the broader vision in which we view search, which is that we are not an agency, but we have agency services within Omniture.&lt;br /&gt;
&lt;br /&gt;
Our goal is really to be as transparent as possible to our customers. Transparency is a key issue for us, as we have many clients who have us manage their search program for a very short period of time, about three to six months. Then we coach them along the way on how and what we are doing.&lt;br /&gt;
&lt;br /&gt;
We get them up to a certain level of performance, and then give that over to them in-house. So, not relying on service revenue the way an agency might works to our advantage, because we can give full transparency to our clients. And that model has been working pretty well for us.&lt;br /&gt;
&lt;br /&gt;
So, to get back to the portfolio question, the idea of us being able to take care of the whole thing for you is just impossible in our mind.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. Can you give me a set of things that you are managing? There may be ten keywords that are producing great volume, another fifty that are producing marginal volume and then some that produce less than 10% of the volume of the high-volume keywords. You still want to be able to manage those less than 10% keywords at some level, correct?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Yes, and that's an area where you would apply different rules to the different types of keywords. One thing we tell clients a lot is there is no faster way to lose money in search marketing than to set up the wrong portfolio or to really have poor performing keywords dragging down the average of some of your best performing keywords.&lt;br /&gt;
&lt;br /&gt;
Similarly, you wouldn't necessarily want your highest volume keywords in the same portfolio as your lowest volume keywords. You may, depending on what the keywords actually are. But you may not, and we want our clients to be fairly careful about how they set up the rules in their portfolios if they are, in fact, using that particular feature. You may actually give more credit to certain keywords because those at higher volumes are doing all the heavy lifting.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Let's dig a little bit into the announcement you had recently with Scotts MiracleGro.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; In general, we are doing more and more deals within Omniture, both in the SearchCenter business and in other pieces of our business that involve multiple products. And Scotts is a good example of that, because essentially there is only so much you can do if you just think about search engine marketing as a silo. So, by bringing in data from other sources and using it effectively, we opened up a lot of different options for search campaigns. That's what Scotts is trying to do.&lt;br /&gt;
&lt;br /&gt;
We don't have results for this particular example, just because it's a new announcement for us. But, in general they were having a hard time understanding exactly how email marketing campaigns could be used to remarket. And they also want to know how email marketing may have impacted or not impacted what happened on their site and what happened in their search marketing program.&lt;br /&gt;
&lt;br /&gt;
Scotts was trying to take a more holistic view of their online business optimization efforts. They made the choice to stop thinking about email as one silo and search as a separate silo. And so, by using SiteCatalyst as their platform, they used Omniture Genesis to pull in the ExactTarget data, and SearchCenter for their search data, and measure it all in one place.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So interactions can be more easily understood.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Correct. And, on a related note, they had problems with what they called Post-Click Behavior, which is basically visitor engagement and what happens on their site once they attract a customer. They've stopped thinking about email and search as just visitor acquisition tools, and started to think about the whole thing holistically.&lt;br /&gt;
&lt;br /&gt;
They can see what happens when somebody clicks on a keyword and comes to their site, including where go, how much time do they spend on each page and what are they engaging with on the site. And they can do the same thing with email as well. Once someone opens the email and clicks through to their site, what they do and what is most important to them can be determined.&lt;br /&gt;
&lt;br /&gt;
By using all those products in one place, and using SiteCatalyst underneath it all, Scotts was able to gain that level of insight. These are relationships that we are pulling together these days, because people want to start to look at online marketing more holistically.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; I believe ExactTarget is the email platform that Scotts is using, and there is an integration of data between email and the search campaign. What are some of the other data sources that can be pulled in and integrated in a fashion like this?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Omniture Genesis is the name of the product that is designed to pull in data from third-party sources. So, ExactTarget is one of many, many email providers we know of.. There is also ad-serving data, which allows display data to also be pulled in.&lt;br /&gt;
&lt;br /&gt;
Another very big category for us is CRM data. By tying actual backend CRM data to upfront advertising, or search engine marketing in particular, you can start to learn a whole lot more about what people do after the lead has been generated. You can also include call center data.&lt;br /&gt;
&lt;br /&gt;
That can be anything that people do with an SAP or an Oracle database, any of those enterprise-level systems which may be point-of-sale data, such as data from a system of kiosks. There are really two types of data: marketing data including online data, such as email and display advertising, and offline marketing data. So, data from the television marketing or any kind of offline media can also be pulled in depending on how it's structured in whatever system it's currently in. That's the one side of the advertising data. The other side would be backend sales data, which is the CRM, Kiosk call center data and the other enterprise systems that may live in an SAP or an Oracle database.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. And there has to be some pretty interesting things going on there to pull in CRM or call center data, which clearly can be massive in size.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Yes, and we have a product called Discover OnPremise for when it does get too big. It's something we got from Omniture's acquisition of Visual Sciences. For example, we have a rental car customer who is trying to figure out exactly how many people book online. Then they'll go to each individual location around the country and observe how many people actually show up to pick up the car they reserved online versus people who don't. Then they see what people actually buy, how far they drive and all other sorts of data like that. As you can imagine, it just gets absolutely massive at that point.&lt;br /&gt;
&lt;br /&gt;
So Discover OnPremise is a much more powerful and robust tool for when integrations get well beyond the needs of a standard advertiser. But, we do have advertisers who have millions of keywords in SearchCenter and are tying some of those actions back to the systems that don't have anything to do with what happens on their actual site. So, it starts to get pretty interesting at that point.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Are there ways to create ties into TV advertising, print advertising and radio advertising?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Well that's really the million dollar question that every advertising agency in the world is trying to figure out; exactly how does offline data impact online behavior and visa versa? And what we propose to people is to pull that data into SiteCatalyst, start to figure out your own correlations and, if possible, figure out the causality between different marketing programs.&lt;br /&gt;
&lt;br /&gt;
For us, we just provide the repository for the data, and then we allow agencies and advertisers to actually start to figure out what is occurring on a campaign-by-campaign basis. But yes, you can pull that data into SiteCatalyst.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What are some of the strategies for how you provide the data to SiteCatalyst? And what kind of data is it that you are providing in some of those more difficult scenarios?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; I believe CRM data is the right place to focus the discussion because it's just a little bit more tangible and measurable. For example, Omniture uses SearchCenter for our own marketing efforts in order to get more Omniture customers. A really common scenario for us would be to run an online advertising program and then generate a lead on a web site. But what actually happens to that lead, at least in our case, is that it then goes to a sales force.&lt;br /&gt;
&lt;br /&gt;
The sales force follows it up, and some percentage of those leads actually turn into customers. We track it all the way down to how much we spent to acquire that customer, both online and through our sales team, and then we figure out what we've got in return for that. In our case the CRM system we use is Salesforce.com. But there are any number of CRM systems from which we can pull the data.&lt;br /&gt;
&lt;br /&gt;
For us, Cost-Per-Lead is a pathway to one very small piece of the full picture, which will actually help us figure out Profit-Per-Click. So, if you are able to figure out how much you spent on all operating costs, you can pull that data in through CRM integration, and then actually bid on the keywords that lead to the highest profitability for your business.&lt;br /&gt;
&lt;br /&gt;
Those are some of trickiest, but most interesting and most progressive features.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Let's talk a little bit about some specific tactics. For example, you know your paid search campaign results in phone call orders. And one tactic you can implement to make tracking much more effective is to give everyone that comes to your search from a paid search ad a custom 800 number. This way you can know the results of your paid search campaign just based on what number they call into. That's a tactic that is designed to give you much more accurate data.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Yes that makes sense. And another tactic that one of our clients is doing is automatically generating codes on the site itself. This way the customer can actually see that code, so each customer who visits the site from a given campaign will be identified. And we can actually get it all the way down to the keyword level. We know what keywords they came from that led to a call.&lt;br /&gt;
&lt;br /&gt;
Customers see a certain code on the site and then make a phone call and either make purchase or not. Then we have the call center actually take that code in from the customer, so we can record where that customer came from and what they did on the site. Then we can pull that data back into SiteCatalyst and make bidding decisions based on what happened.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; You can also give customers that walk into a physical store a rebate as a part of some promotion that the store is holding. Then they collect the rebate by going online, filling out a form and plugging in the rebate number. Then the web site can check cookies to see if the person came in from a search campaign of some sort.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Yes. But we wouldn't necessarily be able to tell what specific keyword they came from. It is still a good example, but we've actually seen the opposite happen as well. When people come online from a specific keyword they come through to a page and have to print out a coupon that contains a bar code with information in it such as the keyword they searched on, bring it into the store and then redeem it in the store.&lt;br /&gt;
&lt;br /&gt;
What we can see there are two things; how many people print out the coupon and do not go to the store, and how many people print it out and actually redeem it. So that's just another way of understanding what's driving people to make offline transactions.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Exactly. Try to discover every aspect of the interaction that you can.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; That's something really cool that we've seen with a retail client. It's pretty complicated, but it's very interesting at the same time. The client is able to look through SiteCatalyst as they are running geo-targeted campaigns. Again, these are big box retailers with stores in many different locations, and they are running different ad campaigns for the different geo-locations. And they can see what people are purchasing online and, more importantly, what products people are bundling together in a given geo.&lt;br /&gt;
&lt;br /&gt;
So, there might be a video game and CD on sale in the upper Midwest, and that particular bundling may be very, very different from what people are bundling in Los Angeles. So what they've done is taken all the online data and figured out what products people are bundling online. Then they rearrange the actual placements in the store based on what's happening in that geo. So, when you walk into a store, you would see two products next to each other on the shelf based on what people are doing online in that geography.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So you basically isolate the best way to put together bundling based on how people are behaving in different areas?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Yes. We figure out what they are buying based on the digital shelf and apply that knowledge to the actual store and rearrange products accordingly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What would you recommend to someone running a TV campaign?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; It is absolutely critical to pull your TV data into the same system where your online advertising data is running. You should at the very least make sure that you are actually measuring apples-to-apples in one place. So, it's not an easy question to answer in terms of what TV campaign yields the highest possible return online. That's a very complicated thing, and it will be different for every customer.&lt;br /&gt;
&lt;br /&gt;
But our advice to the market on that is to pull the data into the same place and then start to run reports on correlations between media in a given geo and what's happening online.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; You can also try things like Vanity URLs, but things like that are very uncertain.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; We have seen a lot of studies that tell us that very few people actually remember your URL address from the end of your television or radio ad, and even fewer go on their computers and actually type it in. For us it's more interesting to just let the campaigns run separately. So, you have your search campaign online, a display campaign, and then a TV campaign. Then pull the data into one place and use analytics to figure out the correlations.&lt;br /&gt;
&lt;br /&gt;
Say you saw a bump on the 21st of January, you can find out exactly what media was running in which geo, and then you can start to make correlations between the two. So, I think that those tricks of Vanity URLs and things like that don't work in every case.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. Well, I would think that there is a risk of actually lowering the actual return in return for trying to figure out how to measure it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; That's right.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you outline how the pricing model works for SearchCenter?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; We typically charge as a percent of ad spent so the more you spend, the lower the percentage. We have customers in all shapes and sizes. We've had clients take it in-house and then they just felt like they really couldn't handle it for a while, and they then requested the additional help of our services group.&lt;br /&gt;
&lt;br /&gt;
So we manage it for them for a while, or on an ongoing basis, for an additional percent of ad spend fee. Then after a while we can give it back again when they are ready. We have some flexibility as part of that offering.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you say anything about some other well-known customers that you have using the service, and the total spend you have under management?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; Sure. We have 600,000,000 in spend under management. One example of a large customer that I am allowed to disclose is Delta Airlines. They are using an agency called . We have both agencies and direct clients using the tool. And we have other retailers, like Backcountry.com, using the tool as well.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thank you Bill!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Bill Mungovan:&lt;/b&gt; It was good talking to you, thanks a lot!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=383#MakeAComment"&gt;comment on the Bill Mungovan interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Other Recent Interviews&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;ul&gt;
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&lt;br /&gt;
&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting&lt;br /&gt;
(508) 485-7751 (phone)&lt;br /&gt;
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            <title>Google's Rajat Mukherjee Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: March 31, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
The following is the transcript of an interview of Rajat Mukherjee, product lead for Google's Custom Search Engines project.&lt;br /&gt;
&lt;br /&gt;
Dr. Rajat Mukherjee is a group product manager on the search team at Google, Inc., working on several products, including Google Custom Search.&lt;br /&gt;
&lt;br /&gt;
Prior to joining Google, Rajat was senior director of product management, Yahoo! Search Technology, and was responsible for managing the product platform for Yahoo! Web Search, ultimately providing innovative search products for consumers to find, use, share and expand content across the Web.&lt;br /&gt;
&lt;br /&gt;
Prior to joining Yahoo!, Rajat was the director of software engineering at Verity, Inc., where he was responsible for managing and creating new applications including Verity Ultraseek (formerly Inktomi Enterprise Search), Verity Enterprise Web Search, Verity Response and Verity Federator. Before Verity, Rajat was a research staff member at IBM's Almaden Research Center, conducting research on Web technology and content management.&lt;br /&gt;
&lt;br /&gt;
Rajat began his career as a research staff member at IBM´s Thomas J. Watson Research Center in Hawthorne, New York. There he conducted research on parallel and scalable Internet servers, high availability in clustered computing and scalable transaction processing. His experience included contributing to the design of infrastructure used during the 1996 Atlanta Olympics and the Deep Blue-Kasparov chess match.&lt;br /&gt;
&lt;br /&gt;
Dr. Rajat Mukherjee holds a Ph.D. and a Master of Science in Electrical and Computer Engineering from Rice University, as well as a Bachelor of Technology from the Indian Institute of Technology in Madras, India.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Tell me what's been going on with custom search engines?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Over the last couple of years many things have happened. It's been very exciting to be part of a team that's spearheading a new hosted search paradigm. And it's been a lot of fun developing the product features with the help of an outstanding development team and watching the product grow.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you give us a top-to-bottom overview of the major initiatives you have and the goals you are trying to accomplish?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; When we spoke two years ago, we had over 100,000 registered search engines. Today, we have more than one million registered custom search engines. Since I joined the project in January 2007, we have had about one hundred times growth in traffic.&lt;br /&gt;
&lt;br /&gt;
So, the program has been doing really well, and we have pretty significant traffic. I think this effectively validates the need for high quality contextual search, and it proves that there is a need for this kind of product in the business world. Our goal is to satisfy this need with the best product that we can build.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Absolutely. You have also focused a lot on site search, correct?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; We have a range in terms of product capabilities and deployment of technology. Site search is one requirement, but we also have a range of different types of search experiences.&lt;br /&gt;
&lt;br /&gt;
For example, we launched a Blogger widget on &lt;a target="_blank" href="https://www.google.com/accounts/ServiceLogin?service=blogger&amp;continue=https%3A%2F%2Fdraft.blogger.com%2Floginz%3Fd%3D%252Fhome%26a%3DADD_SERVICE_FLAG&amp;passive=true&amp;alinsu=0&amp;aplinsu=0&amp;alwf=true&amp;hl=en&amp;ltmpl=draft&amp;skipvpage=true&amp;rm=false&amp;showra=1&amp;fpui=2&amp;naui=8"&gt;Blogger's experimental site&lt;/a&gt; . With this, people can actually create a search experience that's not just searching their own blog, but also pages they've linked and their blogrolls. It's like a blog neighborhood, if you will.&lt;br /&gt;
&lt;br /&gt;
Many personal search experiences have been created, e.g., around bookmarks, and many developers are doing similar things around their communities. So, that's one category of search engines.&lt;br /&gt;
&lt;br /&gt;
Google Site Search targets businesses. There, you have a whole bunch of organizations that are developing search across a single site, or collections of sites. So, if you have a publisher with many publications, for example, you can search across all those different magazines or brands.&lt;br /&gt;
&lt;br /&gt;
Then, we have interesting community-based implementations. Adobe has implemented Community Help, which allows people to search both Adobe.com as well as content from their developer communities. Thousands of sites are encompassed within Community Help, and Adobe has taken the further step of integrating this search experience into Creative Suite 4. That was very exciting. Basically, users and developers have created this range of different search experiences based on contextual needs.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. This notion of searching comments from the community is an interesting one.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Yes, I think the community aspect is something with the potential to develop and we hope to add interesting new features as we go forward. I think that's going to be an exciting area down the road.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. Have you seen anybody just simply investing the time and building high quality search experiences by editorially selecting a set of sites to use?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Yes, absolutely. If you look at About.com, they have a very interesting implementation. They have multiple sections, and each of their sections is handled by an editor or guide. They use Custom Search both within and across sections. So, they've used advanced capabilities like Linked Custom Search to create dynamic search engines that morph over time, and that's a very interesting implementation.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Yes, that is interesting. How long have they had that out there?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; It has been around for over a year now, if I am not mistaken. &lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; That must be doing quite well for them.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Correct. They've also adopted interesting advertising changes. With Custom Search, you can tune your ads to be more topical by using keywords. We use these keywords to further refine the ads that we display. Partners have seen revenue improvements with this feature.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; You could really do some very interesting tuning there. It's one of those things where you might pick the few obvious phrases, and find that they don't do as well as when you pick some less obvious phrases.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Right. We are interested in looking into this area in greater detail and developing better technology for it, because monetization is one of the key aspects of Custom Search. This has also led to its success, because we've had monetization in place since our initial launch. Publishers are obviously benefiting from that, both in terms of getting the right ads in front of their users and monetizing search. Any improvements in this space can help our webmasters and publishers right away.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Another thing I have noted is the programmability of custom search engines has increased dramatically.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Yes. As I mentioned, Linked Custom Search provides users the ability to create dynamic search engines that change over time. And we update these engines automatically by reading the appropriate definitions that developers have made available to us.&lt;br /&gt;
&lt;br /&gt;
In addition, we've also added a programmatic interface for management and creation of Custom Search engines. That is very interesting, because we've integrated Custom Search with several web hosting providers who've provided their users the ability to add search to their websites from the hoster's control panel. We announced this a while back with a number of hosters like BizLand, IPOWER, StartLogic and FatCow. They have implemented this provisioning API, allowing webmasters to create search engines and place search boxes on their websites without even coming to Google.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So, why don't we talk a little bit about some of the other new things that have happened, such as On-Demand indexing?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; We've made a lot of improvements in our indexing pipeline over the last year in order to go deeper into the sites that we are searching across. We introduced On-Demand Indexing, which allows you to index specific content within 24 hours. That's very, very important. For example, when you are launching a new product on your own site, you want it to be indexed and searchable, so you can use On-Demand indexing to achieve that.&lt;br /&gt;
&lt;br /&gt;
As part of these indexing improvements, we've added support for Sitemaps and integrated more tightly with Webmaster Tools. It helps to have many of these services integrated.&lt;br /&gt;
&lt;br /&gt;
We just launched Google Services for Websites, a program for partners that offers integrated services from Google that are relevant to webmasters. This enhances our offerings to hosters so that their users can quickly sign up for Google services, such as Webmaster Tools, Custom Search and AdSense.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. It's a way of helping get it out there, and an expansion of what you did with the hosting companies already.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Yes, exactly. We are looking to make it easier for hosting companies to use our APIs and services and offer them to their users at the hosting control panel&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What aspects of the product are you focusing on?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Over the last couple of years we've done a lot of different things. I'll put them into three categories.&lt;br /&gt;
&lt;br /&gt;
The first one is product improvement; features that we've added to improve the product. I think we are starting to see some really interesting implementations of dynamic custom search. We've had great feedback on our experimental Blogger gadget and we hope to improve it and make it available to all Blogger users. We're also excited about our ads improvements.&lt;br /&gt;
&lt;br /&gt;
The second category is the offerings we provide targeting different classes of users. Site Search offers businesses optional ads, branding controls and greater presentation control via XML results. Business customers also have greater needs for On-Demand Indexing. AdSense for Search is for publishers who wish to monetize, and developers can take advantage of Custom Search and AJAX Search APIs. These offerings address the needs of different market segments.&lt;br /&gt;
&lt;br /&gt;
The third area is how Google itself is using the technology. We use Custom Search in many of our products and services. We eat our own dog food.&lt;br /&gt;
&lt;br /&gt;
In addition, Custom Search is available globally. More than half of our traffic comes from outside the US and in languages other than English, so that's exciting. Custom Search was one of the first Google products that was internationalized into forty languages in one shot. It's really pushing this global approach to the product from day-one.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. What country outside of the US do you receive the most volume from?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; There are quite a few. We, of course, get a lot of results from the UK. We also have countries like Germany, France, Brazil, Turkey and China. It changes on a weekly basis. There are many languages that are showing tremendous growth in traffic, e.g., Spanish.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What improvements are you making on ads?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; We have the ability to tune your ads through keywords that you can provide for your search engine. We are looking to expand this as we move forward in terms of being able to automatically figure out what ads we should show for a given topic. We hope to improve user experience and publisher revenues with more topical ads. And we also talked about integrating promotions. I think we talked about subscribed links last time -- we've tightly integrated that so that people can provide promotions right on top of the results for specific queries.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; For the benefit of people reading this interview, what exactly are subscribed links?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; With subscribed links, a webmaster who is providing search on his website can decide that he wants specific information to show up right on top for specific keywords. Say you are a travel website like Orbitz, you can show a special promotion that you are offering for a trip to Hawaii integrated right into the top of the search results for users who are searching for queries like "hawaii", or "maui".&lt;br /&gt;
&lt;br /&gt;
We've made it easy for people to configure that. And we'll be looking to make further improvements for promotions. The idea here is that you can promote a given set of results that you know your users want to see right to the top.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Tell us a little more about how Google uses Custom Search internally.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; We learn a lot as we use the product ourselves. Many Google sites are powered by Custom Search, for example, Google Analytics and our Help Centers. We also customized the search experiences for Google's landing pages for the 2008 Olympic Games and the 2008 elections. That's where the contextual nature of search shows right through. So, for example, if you do a search for "nuclear power" on Google, you get very good, but generic, results about nuclear power. But, if you performed the same search on the elections landing page, you would get information around the policies of both candidates during the elections. So, that was a very tightly focused search experience, and that's where custom search really does a great job.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; How does someone go about creating something like this politically-oriented version? What is the process?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; This was actually quite simple. When the election team was putting together this landing page, they decided that they wanted to have a very tightly-coupled search experience. Effectively, they decided on a number of high-quality sites, including the Convention sites, candidate sites and top political blogs. There were obviously many active blogs at that point in time.&lt;br /&gt;
&lt;br /&gt;
That was done by a set of Googlers, and they used the collaborative features of custom search over a couple of days. Custom Search allows users to invite others to contribute to the search engine.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, there is some up front work to decide the family of sites that you want to have included, but if you are knowledgeable about your space, you can probably do that fairly quickly, rather than trying to invent something you don't know so well.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Exactly. I mean, this really confirms that people who are experts in the field can collaborate for a better user experience.&lt;br /&gt;
&lt;br /&gt;
When Google celebrated its 10th anniversary, we created a timeline and we used Site Search to search the timeline. So, we've been getting a lot of feedback from internal teams in terms of features or enhancements they'd like to see in the product. So, with internal requirements and feedback from webmasters, our users have helped enhance the product significantly over the last couple of years.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you talk a little bit about how the timeline was put together?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; We were trying to highlight product launches and events that have occurred over the last ten years in the development of Google as a company. An interactive timeline application was built - you should check it out. Site Search was used to search the timeline. The search user experience was very tightly coupled with the timeline. So, when you click on a search result it brings up the interactive timeline, which is a very nice AJAX-driven dynamic browse experience.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; It really sounds like a lot of cool things are going on as programmability is allowing different people do more aggressive things, and the outreach through distribution partners like the hosting companies.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; We have worked pretty hard on outreach to developers, and we have a strong developer community as well. On that front I've actually had the opportunity to present to webmasters, because Google has organized a set of SearchMasters conferences -- three over the last year - Mexico City, Sao Paulo, Brazil and, most recently, Bangalore, India. At SearchMasters we have been able to reach out to more than a thousand webmasters, talking not just about products and APIs, but also about integration with Webmaster Tools and other Google services. So, that's been really exciting.&lt;br /&gt;
&lt;br /&gt;
Next month, Nick Weininger, our Tech Lead, will be participating at the World Wide Web Conference in Spain.&lt;br /&gt;
&lt;br /&gt;
We also have a Custom Search session at the upcoming &lt;a target="_blank" href="http://code.google.com/events/io/"&gt;Google I/O developer conference&lt;/a&gt; in May in San Francisco.&lt;br /&gt;
&lt;br /&gt;
So, we are constantly looking to reach out to our developer community. We get a lot of feedback from them and on the Custom Search user group as to what users want to see in the product.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Yes, I imagine you do. Can you talk more generally about the need for such technology and where the industry is currently?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; I think the good news is that our effort to create a contextual search offering that's relevant and useful for business has been validated. I think over the last couple of years the growth of the product and the feedback we've gotten have been tremendously positive. So, I think we are doing really well in terms of addressing the market need.&lt;br /&gt;
&lt;br /&gt;
One point I'd like to make is that we customize not just the product, but have also customized our offerings for different customer classes - webmasters, publishers, businesses, partners and developers. I think that puts us in a very good position in the industry. We cover everything, from addressing small developers' needs for personal search engines, to helping large publishers who have significant configurability and scalability needs. Our traffic is growing and we're getting positive feedback from our customers.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, our good friend from the election, Joe the Plumber, could create a very simple custom search engine for his website, while a massive company like Boeing could create an entirely different kind of custom search engine.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Correct. And they have different options. Those who want to monetize have the ability to do so, and they can get the product for free. Those who want to have more control can use Site Search, which is a licensed offering. So, we've made sure to address the needs of these different markets, not just focus on technology.&lt;br /&gt;
&lt;br /&gt;
In terms of product, we have a lot of unique features, e.g., Linked Custom Search for dynamic behavior, the support for On-Demand Indexing and deeper coverage of sites, and topical ads. The ability to do promotions easily and drill-down into results using labels and refinements are all unique features.&lt;br /&gt;
&lt;br /&gt;
The other important point is that monetization has been built into the product right from day one. It's not something that we had to figure out as we went along -- it was part of the core value proposition of the product. Now, with the APIs that we have for distribution and the features we have in the pipeline, I am really looking forward to entering the next phase of product growth. So we've created a very compelling platform offering.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. Well, ten to one growth in the past two years is a hard act to follow.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Yes. 100 times in terms of traffic! It's true and it's really exciting. And I would love to see where it is in a couple of years. In terms of future features, there are lots of different things that we are looking at adding to the product. Improving monetization will always be useful for everyone involved; it's a practical need in the market. And, if people can monetize better, especially in these times, I think that's great. A lot of people are looking to those solutions. We have been working on features around improved presentation and customization. Obviously, when you say custom search, people want to customize their search results in various ways. Today we have the ultimate end customization via XML results - you can do whatever you want - but, we want to make it easier for people to do this even without major development resources. So, simple product configurability is something we are always trying to enhance. We are looking to improve support around more structured content. Because our product is global, we are looking at better linguistic support, and there are lots of tools that Google has already developed that we can use in custom search, e.g., transliteration.&lt;br /&gt;
&lt;br /&gt;
There are many other features that we'd like to add. For example, we want to add query suggestions contextual to the topic of the search engine. That's not trivial to implement.&lt;br /&gt;
&lt;br /&gt;
SearchWiki on Google.com means one thing, but what does it mean in Custom Search? Who your community is, right? So, we need to look into how we deploy some of these advanced features in the context of Custom Search.&lt;br /&gt;
&lt;br /&gt;
Customers always want improved analytics, and that's something that we would like to improve. I am personally a big believer in the mobile experience. So, as Smartphones become more common, what would it mean for us to provide a mobile search experience? So, these are some of the ideas that we talk about. And, of course, some of these get baked into our roadmap as we move forward.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Mobile search is a very interesting animal just because of its very nature, a very challenging environment with small keyboards and more awkward navigation&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; I agree. And I think that's where features like suggestions make a lot of sense, in terms of being able to click on something as opposed to typing it in. If you are searching in a language that's difficult to type, automatic suggestions and transliteration really help.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Yes, of course. And that will play in some international environments. Well great, there's a lot going on; and it's obviously a very successful product line. Where can readers follow the latest developments?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; All our developments are announced on the &lt;a target="_blank" href="http://googlecustomsearch.blogspot.com/"&gt;Google Custom Search Blog&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks Rajat!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Rajat Mukherjee:&lt;/b&gt; Thank you Eric!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=381#MakeAComment"&gt;comment on the Rajat Mukherjee interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
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&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting&lt;br /&gt;
(508) 485-7751 (phone)&lt;br /&gt;
(603) 676-0378 (fax)&lt;br /&gt;
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        <item>
            <title>Palo Alto Software's Sabrina Parsons Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: March 16, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
This is a little bit off our normal path, as it is not an SEO or analytics centric interview. However, Palo Alto Software has aneat product that small businesses can use to manage their operations, known as Email Center Pro. In addition, it offers some nice analytics tools that can be used to help imporve business operations and results from email inquries from the web.&lt;br /&gt;
&lt;br /&gt;
Sabrina Parsons is currently CEO of &lt;a target="_blank" href="http://www.paloalto.com/"&gt;Palo Alto Software&lt;/a&gt;. See is also an avid blogger on her blog, &lt;a target="_blank" href="http://mommyceo.wordpress.com/"&gt;Mommy CEO&lt;/a&gt;. She was a principal co-founder of Lighting Out Consulting, which helped Internet companies realize their online marketing potential.&lt;br /&gt;
&lt;br /&gt;
Prior to co-founding Lighting Out, Sabrina was Sr. Producer at &lt;a target="_blank" href="http://www.epinions.com/"&gt;Epinions.com&lt;/a&gt;. As Epinions.com's first employee, she conceived, designed and implemented Epinions.com's affiliate/partner program, leading an engineering, web design, and marketing team to the successful implementation of one of the most powerful partner programs on the web today.&lt;br /&gt;
&lt;br /&gt;
Before joining Epinions.com, Sabrina was the Director of Online Marketing for Commtouch Software (CTCH). She launched, product managed, and developed online strategies for Zapzone Network, a global email service provider for webmasters and the SOHO market. Prior to working at Commtouch Software she was the Online Marketing manager for enCommerce, now a part of Entrust Securities (ENTU). At enCommerce Sabrina oversaw two web site re-designs and managed all online marketing activities.&lt;br /&gt;
&lt;br /&gt;
She, along with her husband Noah, funded and successfully grew the UK Palo Alto Software office in London before selling it to the parent company and returning to Eugene Oregon where she joined the Marketing Department as Director of Marketing and Communications.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you give us an overview of Palo Alto Software?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sabrina Parsons:&lt;/b&gt; Palo Alto Software is a company that's been around for a long time in the hi-tech world. We've been around since 1983, and our primary focus is to help people succeed in business. Our target market is small business and entrepreneurs. We have provided planning and implementation tools to help people better manage their small businesses for 25 years now. Our flagship product is Business Plan Pro, which people can purchase at Best Buy, Office Depot and all those places, as well as online.&lt;br /&gt;
&lt;br /&gt;
But, we also have a marketing planning product, and recently we've re-released that product in conjunction with John Jantsch and &lt;a target="_blank" href="http://www.ducttapemarketing.com/"&gt;Duct Tape Marketing&lt;/a&gt;. So, that's been really exciting, but our most exciting new venture is Email Center Pro, which came out in May in Version 1.0.&lt;br /&gt;
&lt;br /&gt;
Since then we've had nine feature releases, so it's a very different product than it was last May. It is a software-as-a-service product (SAAS), which is also very new thing for Palo Alto Software. We've traditionally been software developers developing Windows' Software, but we see SAAS as the way of the future. So, we'll probably be doing a lot more in the SAAS world in the future.&lt;br /&gt;
&lt;br /&gt;
I've been the CEO of Palo Alto Software for just about two years now. Prior to that I was dealing with all the business development, strategic alliances and marketing communications for Palo Alto Software.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you talk a little bit about Email Center Pro from an overview perspective, and go a little more deeply into what it does and how it works.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sabrina Parsons:&lt;/b&gt; Email Center Pro is a little bit of a departure from what Palo Alto Software usually does. We've been very entrenched in business and marketing planning, and then that's been our expertise. We originally created the product about eight years ago to help us internally manage our incoming emails and customer service.&lt;br /&gt;
&lt;br /&gt;
About two years ago, we really looked at the marketplace and looked at this build versus buy concept. Our customer base had gotten bigger and the small little internal tool that we had needed to be rebuilt. It just wasn't robust enough for our needs. And at that time, we just said "well, this is crazy, this isn't what we do. Let's go out and buy a solution." So we went out and just looked in the marketplace for a solution. We are not a large company, as we only employ forty-five people, so we didn't want to pay thousands of dollars for something that maybe was a sledgehammer approach to our very defined email problem.&lt;br /&gt;
&lt;br /&gt;
So, the more we looked in the marketplace, the more we realized there really isn't a great email management tool in the customer service space that helps small businesses streamline and improve their workflow and become more efficient. There are lots of tools out for larger companies with a larger budget and an IT infrastructure. But, if you are a small business that maybe doesn't even employ someone in IT and just uses a consultant, you don't have $50,000 to drop on that kind of communication software.&lt;br /&gt;
&lt;br /&gt;
So, you really were just making your email work and doing a lot of duct tape and paperclip type of solutions to deal with more and more incoming emails from your customers, partners and vendors. So in May we released the consumer version of what we had internally been using for a long time, which we called Email Center. That's why we called the commercial product Email Center Pro, it really is just focused on helping small businesses become more efficient dealing with their customers, partners and vendors, and helping them provide a better customer service experience. Having something that is easy to use and implement where no one has to worry about upgrading is very valuable. We really feel like SAAS is the way to go, especially for small businesses.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So, let's just take a little deeper dive into some of the specific problems that a typical small business might have. Say a small business has a dozen people working for it and fairly robust customer service communication happening through a small number of email addresses. How does this fit into that picture?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sabrina Parsons:&lt;/b&gt; As email addresses are posted on websites or forums are used, a lot of small businesses deal with it through the triage methodology. Those emails come in through aliases and they get sent to various people at once. Sometimes they are dealt with through a LISTSERVE, and that's the same sort of thing. So this 10 to 12-person organization has people wearing a lot of different hats and dealing with a lot of different types of customer interactions.&lt;br /&gt;
&lt;br /&gt;
At the top of that organization, you have the business owner who probably has his hands in all these email addresses. You have a problem that happens when an email comes into an info@yourdomain.com email address. That creates this workflow issue where you've got multiple people receiving the same email into their inbox. Sometimes the business owners jumps in and answers one of the emails that look interesting - but often times neglects to let other proplr know. So customers may get multiple responses from the company - one from the business owner and one or more from other team mebers who receive the same email.&lt;br /&gt;
&lt;br /&gt;
Inevitably this workflow leads to a lot of effort making sure emails are answered accurately and only one time. And everybody is dealing with it in their individual email, so there is no way to track history and there is no visibility or accountability.&lt;br /&gt;
&lt;br /&gt;
Say there are four emails in this organization and they all get sent into Email Center Pro, they would all be organized by mailbox. So you can have an info mailbox, a sales mailbox, a partner's mailbox and a help mailbox, etc. And as those emails start coming in, they are automatically put in one place and everyone in that organization can have access to them. They can log in and see what's going on, and the moment someone starts reading an email and decides to reply to it, everybody else can still see that email, but nobody else can take an action on it. It will tell you, "Joe is replying to this email."&lt;br /&gt;
&lt;br /&gt;
We've also then given people internal communications tools. I can place a note on that email and let Joe who is in the middle of responding to it, something that I think might be relevant. If I am a business owner, I can go in and cherry-pick the emails I want to respond to, but everybody else can see my responses and how I've chosen to deal with that email. Or, I can come in and look through some emails and maybe just add some notes, and then assign them to somebody else for follow up.&lt;br /&gt;
&lt;br /&gt;
The system also has all kinds of checks and balances in place. If somebody gets assigned an email, you can have an alert setup so you are alerted when you get assigned to an email. That way you know someone has assigned you an email, so then you can go in Email Center Pro, deal with the email and answer it. Anytime an email is replied to, it automatically gets archived and moved out of the inbox. And that's one of those workflow issues.&lt;br /&gt;
&lt;br /&gt;
People like to see clear inboxes, because it makes them feel like they are accomplishing something. So, we've made that part of the workflow at Email Center Pro. An email comes in, it gets replied to and you don't have to file it, delete it or move it, because it automatically gets archived into sent mail. You can archive any email that comes in that doesn't need a response.&lt;br /&gt;
&lt;br /&gt;
From a customer point of view, I will automatically get assigned the response if I answer an email so that I can continue the conversation with that person. And, that's what we are really trying to help companies do, treat emails like conversations with real people, because that's what they are. These are people that are actually sending requests for information to buy things and get proposals, and they just get forgotten or ignored all too often. You see all these helpdesk ticketing systems that people are using now. You send an email, and then all of a sudden you get a response and a number. But the problem is that you don't want a number, you want an answer to your question. So those are some of the things that we are trying to deal with, with Email Center Pro.&lt;br /&gt;
&lt;br /&gt;
Additionally because we are a company that is very fanatical about data analytics, and we feel like you can get a lot of information to help you run your business better if you have access to the right information, we built a bunch of different analytics into Email Center Pro to help that business owner understand what's going on. Just to give you a practical example of how it's being used, we have a client company called Herbal Buddy, a top Herbalife distributor.&lt;br /&gt;
&lt;br /&gt;
It's vitamin company, which distributes Herbalife products on &lt;a target="_blank" href="http://www.herbalbuddy.com/"&gt;HerbalBuddy.com&lt;/a&gt;. It has an e-commerce site and it does very well. They signed up for Email Center Pro, started using our analytics and realized some patterns and some trends, because they were all of a sudden able to see email traffic in the same way that they look at website traffic.&lt;br /&gt;
&lt;br /&gt;
They started realizing that they actually had trends in terms of when customers or potential customers contacted them. Herbal Buddy matched those trends to their Google Adwords account, and actually spent more money during the hours when they noticed more email volume. In the first month they did that, they increased their sales though Adwords by 30%.&lt;br /&gt;
&lt;br /&gt;
We are trying to provide a lot of analytics about what happens in email so people start to understand email communication as an integral part of their outwardly facing marketing effort. If you send out an email marketing campaign to a bunch of customers, you have to respond and be willing and able to deal with people coming back to you, or you are potentially losing customers and sales.&lt;br /&gt;
&lt;br /&gt;
From our perspective, Email Center Pro is a tool to help you manage your incoming emails and deal with the workflow to and make things easier. But it's also intended to give business owners some of that visibility that they can get from Google Analytics to allow them to track and manage their income and expenses and to give them that extra information. Now more than ever, in this economy, it's so important for businesses to understand that keeping a customer is a lot cheaper than finding a new one.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you outline the various specific types of analytic data you can get?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sabrina Parsons:&lt;/b&gt; Sure. You can look at your mailbox traffic over all your mailboxes or a specific mailbox over any time period you desire. You can see mailbox traffic over the last week, the last month or the last quarter. And you can also drill down to your sales mailbox, your business development mailbox or you can look at your entire email traffic in cumulative.&lt;br /&gt;
&lt;br /&gt;
Another analytic that you can look at is actual mailbox breakdown, which is a pie-chart that shows you the breakdown of all of the messages in the system by a mailbox, whether they are assigned or unassigned. You can find out if your team is dealing with them or not.&lt;br /&gt;
&lt;br /&gt;
We also have a mailbox traffic distribution analytics, which helps you see the distribution of emails across your different mailboxes. This allows you to see the trends of when you are receiving the most emails and where they are going. We also have a mailbox response-time analytics which allows you to see how fast you are responding to emails, either by mailbox or globally over the whole account. And that's one of the analytics that I track on the Palo Alto account, because we use Email Center Pro internally for all of our customer service. I like to see what our average response time is globally over all of our email and specifically for instance in just our sales@ inbox.&lt;br /&gt;
&lt;br /&gt;
I track the response-time for the sales inbox because I want to see how fast our customer service people get back to people who have questions that come into sales@paloalto.com. I can adjust the average response time for business hours. Since we are open Monday through Friday, 7 a.m. to 5 p.m, the adjusted average response time for the sales inbox currently today, is one hour and three minutes.&lt;br /&gt;
&lt;br /&gt;
That means that, on average, every email that comes into sales@paloalto.com gets answered within an hour and three minutes. . These analytics help me to quickly understand how we are getting back to our customers, and how my team is dealing with emails. So, as an business owner, I love that feature.&lt;br /&gt;
&lt;br /&gt;
You can also see user activities, analytics which are used for more accountability and visibility. I track these analytics for for sales and for our customer service team that deals with all of our sales inquiries. I can see how many messages are assigned to each person, how many messages each person actually answers and what their individual average response time is. For example, Jay, who is one of our stars on our customer service team, has been assigned 550 emails in the last month, but he has actually answered over a 1,000. So that gives me a sense of his productivity. He is answering more emails than he is getting assigned, and his average response time is 47 minutes right now.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right, which is better than average.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sabrina Parsons:&lt;/b&gt; Exactly. So, that gives me some really good visibility over what's happening with my business and it allows me to see if my customers are getting responses in a timely fashion.&lt;br /&gt;
&lt;br /&gt;
We also have a mailbox traffic timeline, which gives a detailed interactive timeline of emails sent and received for a particular mailbox for a date range. So, it's not just overall mail volume, but it's actually separating sent and received emailsThere are more analytics, but I have mentioned that main ones.&lt;br /&gt;
&lt;br /&gt;
We have other widgets also available for more visibility into your business' email communications, but they are not all pure analytics. You can have a saved search that constantly searches different types of communications and conversations that your team is interested inIn our account, we have saved searches for all our eBay customers, or for anybody who wants a Mac version of Business Plan Pro.We don't have a Mac version right now, but we want to track what the interest is for a Mac version.&lt;br /&gt;
&lt;br /&gt;
We also have a recent actions widget, where you can monitor everything that's happening on a global level or on a subset of it if you are looking at one mailbox. You can see who is doing what to emails in Email Center Pro and track certain mailboxes and keep an eye on who is answering emails, what the responses are, and how quickly they are responding.&lt;br /&gt;
&lt;br /&gt;
I think kind of takes you through pretty much all of our informational and analytic widgets. We also have something called the Conversation Tracker, which works with our conversation history. For every email that comes in, which we call a conversation, we can track its history.&lt;br /&gt;
&lt;br /&gt;
You can use a Conversation Tracker to specifically track certain conversations you are interested in. Next to each email conversation you will see a display of exactly when the email was received, if it was assigned to anyone, who assigned it, who it was assigned to, if it was replied to, what time it went out, if ,the customer replied back and what time that response came back in.&lt;br /&gt;
&lt;br /&gt;
You get a full picture of what's actually happening with that conversation. And again, the idea there is that these are people that you are dealing with and they want to be treated respectfully and intelligently. But, on the business side, that tracking needs to be efficient and quick, and something that actually saves you time and money as opposed to something that adds more workload to what is usually a pretty barebones team in a small busines.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, the ability to look into that history is clearly one of the important things you can do here. If you are a busy customer service person, and you've just had a conversation with someone a week ago, you're not always going to remember everything that went on.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sabrina Parsons:&lt;/b&gt; Exactly.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So let's say the customer service person who originally answered someone's emails is on vacation. Do you have some sort of way to flag that so they get assigned to someone else?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sabrina Parsons:&lt;/b&gt; Yes. If Jay has been dealing with the customer, and he is not there, it comes into the general inbox. So you'll see that Jay is not even signed in, and presumably teams will know that somebody is on vacation. That conversation can just be assigned to somebody else. We typically assign one "owner" to every mailbox, and that person monitors the mailbox for things like that.&lt;br /&gt;
&lt;br /&gt;
So say Jay is not around and we assign the conversation to Shawnee for the time being. If Jay is curious about what was going on with that customer when he was gone, he could go back and track that conversation. Then he can jump in and say to Shawnee, "hey the next time that person responds, I am going to grab that because of the long history we have together."&lt;br /&gt;
&lt;br /&gt;
That's one of things that I think Email Center Pro does very, very well. But Email center Pro is not just useful for businesses that have customer service teams. We have a PR of company that's just ten people that uses Email Center Pro. The reason they use it is, because they had an email failBefore this PR company started using Email center Pro, they had anoffice manager, who got all their info@ emails into her outlooks.. She would then triage each info@ email and send it to the right people. If she didn't know who to send it to, she'd send it to the CEO, and he'd decide. She was a really consistent employee and she'd been at the company for a couple of years. Things seemed to be fine with this workflow until the one week she got very, very sick.&lt;br /&gt;
&lt;br /&gt;
She wasn't there, and unlike other times when she'd gone on vacation and arranged for someone else to check the inbox, and everybody forgot that the info@ email came into her. So, a week later when she came back, she had a request proposal from a very big company in her email, just sitting there, unresponded to for over 5 business daysBasically this PR company missed this opportunity because nobody checked that email. And this happens so often in small organizations, where it's just one of those things that people forget.&lt;br /&gt;
&lt;br /&gt;
And, that's precisely one of the reasons why Email Center Pro is great, even if you are not dealing with hundreds of incoming customer service emails. And, that's why we wanted to price it the way we did. We wanted it to be an affordable option for small businesses which don't necessarily need a huge back office infrastructure, but they still struggle with this email problem.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks Sabrina!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sabrina Parsons:&lt;/b&gt; Thank you Eric!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=368#MakeAComment"&gt;comment on the Sabrina Parsons interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
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&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting&lt;br /&gt;
(508) 485-7751 (phone)&lt;br /&gt;
(603) 676-0378 (fax)&lt;br /&gt;
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            <title>InfoUSA's Pankaj Mathur Interviewed by Eric Enge</title>
            <description>&lt;em&gt;Published: March 16, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
Pankaj Mathur is the Vice President Sales for the infoUSA Licensing Division. He has been with infoUSA since 2005 and is currently managing the POI data licensing relationships with local search engines, navigation partners and LBS players. He works with the product team at infoUSA and with customers on new technologies and products.&lt;br /&gt;
&lt;br /&gt;
Pankaj has an MBA in finance from the Carlson School of Management at the University of Minnesota. He brings tremendous experience to the table as he has worked in accounting, as a financial analyst and in project management roles in the past.&lt;br /&gt;
&lt;br /&gt;
He attended the prestigious IIT (Indian Institute of Technology) for his Undergraduate Degree. He majored in Naval Architecture and supervised construction of merchant ships in China, South Korea and Thailand before deciding to pursue a Masters Degree in finance.&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;Interview Transcript&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you provide us with some background on yourself?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; I graduated from the Indian Institute of Technology, and came to US for MBA (Finance) at University of Minnesota in 2003. My undergrad major is in Naval Architecture, an engineering discipline focused on design and construction of ships! I worked as a Naval Arch for little over 10 years and supervised design and construction of over 55 merchant ships. Right around 2001, I started thinking that I want to do more and something different with rest of my professional life and here I am. Although on hindsight, I wish if someone had explained to me how cold Minnesota can be!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; And how long have you been with the company?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; I have been with the company since July 2005, and my focus is on LBS clients, particularly local search engines, Internet Yellow Pages, navigation and Telematics (this is the science of science of receiving, sending, and storing information via telecommunication devices.).&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, the navigation clients mentioned are companies like &lt;a target="_blank" href="http://www.tomtom.com/"&gt;TomTom&lt;/a&gt;?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Yes. It also includes clients like TCS &lt;a target="_blank" href="http://www1.telecomsys.com/"&gt;TeleCommunication Systems&lt;/a&gt;, a company based in Oakland. TCS offers a server-based solution, because on the mobile handsets and connected navigation units there is no need for storing all the information (maps, POIs etc) on the device. The information can be retrieved real-time from server as needed. While it may sounds like a small difference in terms of storage of data but the difference in terms of customer experience is quite drastic.&lt;br /&gt;
&lt;br /&gt;
Think of the difference between an email and a fax. In a printed format the message from email and fax may not look much different. But fax is an image (pixel based) while email is text (character based).&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Tell me a little bit about the company?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; We have been in business since 1972 and public (Ticker: IUSA) since 1992. In 2008, we did approximately $750 Million in revenue. Historically, we have been in business of mailing and marketing list. So, if you are a local restaurant in Charleston, South Carolina, and you want to send fliers out to all the businesses in your area advertising your lunch buffet, you come to us.&lt;br /&gt;
&lt;br /&gt;
Back in 1972, our founder Vin Gupta realized that most companies (including Fortune 500) do not really know where their customers and prospects are located. So he started collecting phonebooks in his garage, and started building lists.&lt;br /&gt;
&lt;br /&gt;
Over the years, we evolved into a very sophisticated large scale information compilation company. Currently we maintain a database of about 15M businesses in the US and Canada, and a database of about 250 Million consumers in North America.&lt;br /&gt;
&lt;br /&gt;
The company started with compilation of publicly available phone books. Overtime we started getting into more marketing specific attributes like employee size, sales volume and corporate hierarchy etc that are not available in phone books. Another drawback of phone book is that not every business advertises in the phone book. Even some of the popular consumer centric categories like gas stations, car washes, small churches, Post offices, DMV etc have scant coverage in phone books. You also have to do multiple books in geography as each book might have some incremental coverage, this creates a challenge of duplication of records and I will talk in more details about it.&lt;br /&gt;
&lt;br /&gt;
To improve coverage, we also compile sources such as government filings, country clerk data, utilities connects and disconnects, bankruptcy filings, tourism guides. With each additional source, there are always new compilation challenges. For example, legal filings or utilities data we may come across a listing for John Doe LLC that is a franchisee of Taco Bell, and also owns a gas station with a convenience store. The legal entity (John Doe LLC in this case) may not even be incorporated at the physical location of these businesses.&lt;br /&gt;
&lt;br /&gt;
So, to deal with these types of problems and removing duplicates we started calling businesses in 1992 and since then we have been calling EVERY business in North America at least once a year. In 2008, we completed 30 million phone interviews and dialed over 45 million numbers for the same.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right, validation.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Validation. It was primarily done to increase deliverability of mailing lists back in 1991. There were no commercial applications like Google or navigation devices back then. The phone validation helps us with few key aspects of compilation such as:&lt;br /&gt;
&lt;br /&gt;
&lt;ol&gt;
&lt;li&gt;Collect consumer facing information as opposed to legal entity information&lt;/li&gt;
&lt;li&gt;Completion of name, address, categories&lt;/li&gt;
&lt;li&gt;Removal of duplicates (KFC or Kentucky Fried Chicken)&lt;/li&gt;
&lt;li&gt;Standardization of common terms in names and addresses&lt;/li&gt;
&lt;li&gt;Removal of out-of-business listings (phone books are published only once a year)&lt;/li&gt;
&lt;/ol&gt;&lt;br /&gt;
&lt;br /&gt;
The example below highlights all of the above points.&lt;br /&gt;
&lt;br /&gt;
&lt;table&gt;
  &lt;tr valign="top"&gt;
    &lt;td&gt;
      &lt;img src="http://www.stonetemple.com/images/interviews/iusa-sample-yellow.jpg" align="left" alt="Sample Yellow Pages" /&gt;
    &lt;/td&gt;
  &lt;/tr&gt;
&lt;/table&gt;&lt;br /&gt;
&lt;br /&gt;
Don't get me wrong, I am not trying to demean the value of yellow pages; they've done an amazing job of establishing value in local communities and the industry has been around for several decades. But in Location Based Services ("LBS") environment people have started using data for turn-by-turn directions &amp; people have started using data for more specific relevancy-based search. The yellow page data is not even close to fulfilling these tasks.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Yes, absolutely.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; So this is one of the reasons why the phone verification helped us. I mean KFC and Kentucky Fried Chicken is easy for us to de-dupe. But if there is a Joe's Pizza and a Joseph's Italian Pizzeria, which is non-franchised in some unknown small town, it is extremely difficult to identify them as same unique.&lt;br /&gt;
&lt;br /&gt;
In this perspective, definition of business becomes important. Here is a live example, see below for D&amp;B data with a PO Box Number and phone number that is connected to business owner residence. Compare that to InfoUSA data, which capture all four locations of the Mexican restaurant owned by Annas. In a LBS environment, what do you think people would be looking for?&lt;br /&gt;
&lt;br /&gt;
Also note that even a PO Box number can be geo-coded (to centre of zip) but the turn-by-turn navigation experience will not be near as good and not to mention that users will not get any food served!&lt;br /&gt;
&lt;br /&gt;
&lt;table&gt;
  &lt;tr valign="top"&gt;
    &lt;td&gt;
      &lt;img src="http://www.stonetemple.com/images/interviews/iusa-vs-dnb.jpg" align="left" alt="InfoUSA vs. D&amp;B" /&gt;
    &lt;/td&gt;
  &lt;/tr&gt;
&lt;/table&gt;&lt;br /&gt;
&lt;br /&gt;
Let's look at another example:&lt;br /&gt;
&lt;br /&gt;
&lt;table&gt;
  &lt;tr valign="top"&gt;
    &lt;td&gt;
      &lt;img src="http://www.stonetemple.com/images/interviews/iusa-costco.jpg" align="left" alt="InfoUSA COSTCO example" /&gt;
    &lt;/td&gt;
  &lt;/tr&gt;
&lt;/table&gt;&lt;br /&gt;
&lt;br /&gt;
The problem here is that it shows COSTCO with a suite number. This is probably a management office but when people do local search for COSTCO, they are looking for places where they can shop. I hope you are getting the challenge of "definition of business" in LBS environment.&lt;br /&gt;
&lt;br /&gt;
Let's take a look at the problem of duplicate results:&lt;br /&gt;
&lt;br /&gt;
&lt;table&gt;
  &lt;tr valign="top"&gt;
    &lt;td&gt;
      &lt;img src="http://www.stonetemple.com/images/interviews/iusa-valentinos.jpg" align="left" alt="Valentino's Pizza Delivery" /&gt;
    &lt;/td&gt;
  &lt;/tr&gt;
&lt;/table&gt;&lt;br /&gt;
&lt;br /&gt;
Even for a popular category like Pizza, you can see in example above the duplicates as a result of variations in names and addresses. Interestingly none of the four listings gets the combination right.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Yes. They either don't have it or they have the 108th in O Street.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Yes. Let's look at why this is happening:&lt;br /&gt;
&lt;br /&gt;
&lt;table&gt;
  &lt;tr valign="top"&gt;
    &lt;td&gt;
      &lt;img src="http://www.stonetemple.com/images/interviews/iusa-duplicates.jpg" align="left" alt="Valentino's Duplicate Example" /&gt;
    &lt;/td&gt;
  &lt;/tr&gt;
&lt;/table&gt;&lt;br /&gt;
&lt;br /&gt;
These are two actual captions for Valentino's pizza delivery. Valentino's is advertising in two different sections of the phonebook, maybe restaurants, and pizza delivery. So, this helps explain some of the errors and duplication in the records, and maybe there are more. I just didn't go deep enough.&lt;br /&gt;
&lt;br /&gt;
Here is another example for gas station in Foster City, CA&lt;br /&gt;
&lt;br /&gt;
&lt;table&gt;
  &lt;tr valign="top"&gt;
    &lt;td&gt;
      &lt;img src="http://www.stonetemple.com/images/interviews/iusa-gas-stations.jpg" align="left" alt="Foster City Gas Stations" /&gt;
    &lt;/td&gt;
  &lt;/tr&gt;
&lt;/table&gt;
&lt;br /&gt;
&lt;br /&gt;
Compare this to four gas stations that InfoUSA has captured by phone calling:&lt;br /&gt;
&lt;br /&gt;
&lt;table&gt;
  &lt;tr valign="top"&gt;
    &lt;td&gt;
      &lt;img src="http://www.stonetemple.com/images/interviews/iusa-gas-stations2.jpg" align="left" alt="Gas Stations Listings" /&gt;

    &lt;/td&gt;
  &lt;/tr&gt;
&lt;/table&gt;
&lt;br /&gt;
&lt;br /&gt;
All four gas stations above have been in business for over 10+ years. The reason for lack of these listings in yellow pages is simple; people do not look up yellow pages for gas stations. Hence these gas stations are not advertising in phone books.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. So, this is the kind of thing that validation does for you, right?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Exactly. Some businesses may even discontinue their listing once they have established themselves in a local community. We keep calling these businesses year after year, even after they have dropped out of phone books.&lt;br /&gt;
&lt;br /&gt;
We are seeing a trend that the coverage of phonebooks is actually dropping. So, back in 2001 we could get almost 98% of our listings from phonebooks, but as of today, that coverage has dropped to the low 70s.&lt;br /&gt;
&lt;br /&gt;
Switching gears, I always get asked about specialty content providers like Zagat and user generated content. From what I have seen, end users are very passionate about few selected categories like eating, drinking, personal services and shopping. Thus people may feel excited about a restaurant, a new IKEA store opening or a hair stylist. But InfoUSA compiles over 10,000 categories and a large chunk of these ignored by users for lack of personal interest.&lt;br /&gt;
&lt;br /&gt;
Even across the popular categories where people have personal interest, the users often end up creating duplicates (just like phone books) on account of variations in names and addresses. There is also a problem of ownership of reliably tracking out-of-business listings.&lt;br /&gt;
&lt;br /&gt;
The restaurant below has ceased operations in Dec 2007 but is still being showed in search results as late as February 2009!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Let's look at your InfoUSA verses enhanced content example. Who wrote this description under products and services?&lt;br /&gt;
&lt;br /&gt;
&lt;table&gt;
  &lt;tr valign="top"&gt;
    &lt;td&gt;
      &lt;img src="http://www.stonetemple.com/images/interviews/iusa-enhanced-content.jpg" align="left" alt="InfoUSA Enhanced Content" /&gt;
    &lt;/td&gt;
  &lt;/tr&gt;
&lt;/table&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Actually, no one. And, that's exactly the point I am trying to make. A lot of this so-called enhanced data that you find in the marketplace has been modeled. I am sure you can write at least 10 or 20 attributes about McDonald's just from being there once.&lt;br /&gt;
&lt;br /&gt;
In the example above, the In-N-Out Burger actual address is 260 Washington Street, Daly City, CA, 94015. The above discrepancy is happening because low cost data vendors try to back fill information such as city name, state and zip (these are not published in phone books) to complete addresses. Thus in this case, the data provider ended up creating a valid address, which is 260 Washington St, San Francisco, CA, 94111 as Washington St runs right through San Francisco and Daly City. The only problem is that there is no restaurant at the above published address.&lt;br /&gt;
&lt;br /&gt;
Here is another example of modeled information on COSTCO that does not really exist!&lt;br /&gt;
&lt;br /&gt;
&lt;table&gt;
  &lt;tr valign="top"&gt;
    &lt;td&gt;
      &lt;img src="http://www.stonetemple.com/images/interviews/iusa-costco-no-exist.jpg" align="left" alt="Non-existent COSTCO" /&gt;
    &lt;/td&gt;
  &lt;/tr&gt;
&lt;/table&gt;&lt;br /&gt;
&lt;br /&gt;
Unfortunately in the example of In-N-Out Burger and COSTCO, it is always the end user of local search application that discovers the inaccuracy of data the hard way. Can you imagine the impact such user experience on your brand name? I would probably not use the application ever again.&lt;br /&gt;
&lt;br /&gt;
One important point for all the example shown so far, every data set will have inaccuracies and having one or two records wrong does not statistically amount to much of an interpretation. But the examples are good to enough to measure or think about reliability of data compilation process. How hard it is to identify a COSTCO that does not exist? How difficult it is to remove duplicates of a high visibility franchise like In-N-Out? Given the present reliability level based on these examples, what is the reliability of data source for delivering accurate information on non-franchise and small local businesses?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So, how often do you revalidate the data?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; We validate every listing at least once a year. But there are some event-based validations that may trigger before 12 month cycle. If there is a change of address at USPS or phone disconnect we will call the business ASAP to validate.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So do you use an automated call system to validate the information, or how does that work?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; We have a compilation team of about 800 people based in Omaha, NE for compilation of data. Of these about 300 are responsible for phone validation. We use a smart-dialer but the information is collected in a very human form. This is also the reason for InfoUSA phone validation being such top notch as operators are able to alter the tone, questions based on responses given. The cost of having people make calls is very high but given the lift in quality and accuracy we feel that it is worth it. All of our customers are aware of quality differences between InfoUSA and low cost alternatives and are willing to pay more for quality.&lt;br /&gt;
&lt;br /&gt;
&lt;table&gt;
  &lt;tr valign="top"&gt;
    &lt;td&gt;
      &lt;img src="http://www.stonetemple.com/images/interviews/iusa-databases.jpg" align="left" alt="InfoUSA Database Summary" /&gt;
    &lt;/td&gt;
  &lt;/tr&gt;
&lt;/table&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So, it's 14,000,000 businesses?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Yes.&lt;br /&gt;
&lt;br /&gt;
We focus on three key aspects for compilation of business information&lt;br /&gt;
&lt;br /&gt;
&lt;ol&gt;
&lt;li&gt;Coverage – to some extent total number of listings is an indicator of coverage but there are other sources D&amp;B, Acxiom, Localeze etc that claims over 17-18 million records. From our perspective, these numbers often include legal entities, duplicates, out of business listings and even COSTCO stores and In-N-Out Burgers that never existed!&lt;/li&gt;
&lt;li&gt;Accuracy – we manually key in over 5,000 phone books every year, this helps removes duplications like KFC and Kentucky Fried Chicken. Phone validation helps complete information and helps identify more duplicates and redundant listings.&lt;/li&gt;
&lt;li&gt;Relevancy – this is the hardest metric to grasp and LBS industry is currently still grappling with it. To give a simple example, a listing for "California Pizza Kitchen" inside San Francisco airport may be relevant if I am inside the airport and need to eat. The same listing becomes completely irrelevant if I am driving around looking for a place to eat. Another example, a teenager may not consider "PF Chang's" as a valid result for Chinese food. By the same token, a business traveler may not consider "Panda Express" as a relevant result for the same keyword. Thus relevancy is often dictated by user's intent, environment, demographics, time of the day etc. Frankly speaking LBS industry has done a very sub-standard job of it so far.&lt;/li&gt;
&lt;/ol&gt;&lt;br /&gt;
&lt;br /&gt;
The partial list below shows information compiled by InfoUSA to help with relevancy&lt;br /&gt;
&lt;br /&gt;
&lt;ol&gt;
&lt;li&gt;Storefront Photos &amp; Door Step Lat/Long - Currently over 3 Million and collecting 150,000 new photos every month&lt;/li&gt;
&lt;li&gt;Brands&lt;/li&gt;
&lt;li&gt;Franchise &amp; Chains&lt;/li&gt;
&lt;li&gt;Specialties- for categories such as Attorneys and Physicians&lt;/li&gt;
&lt;li&gt;Make- over 100 makes tracked for categories such as Car Dealers and Tire Dealer&lt;/li&gt;
&lt;li&gt;Type- over 300 types tracked for categories such as Radio Station, Movie Theaters, Malls, Schools, Libraries etc&lt;/li&gt;
&lt;li&gt;Work-At-Home Flag-over 1.3 Million records flagged across categories like caterers, contractors, realtors, photographers etc.&lt;/li&gt;
&lt;li&gt;Landmark Addresses- over 1.4 Million records for additional location information such as airports, malls, corporate campus or another business&lt;/li&gt;
&lt;li&gt;Shopping Malls- classified over 6,500 malls into categories such as factory outlets, lifestyle malls, power malls etc.&lt;/li&gt;
&lt;li&gt;Emergency Flag for Hospital - over 4,300 flagged for true emergency locations&lt;/li&gt;
&lt;li&gt;Date of last phone contact&lt;/li&gt;
&lt;li&gt;Hours of Operations&lt;/li&gt;
&lt;li&gt;Credit cards accepted&lt;/li&gt;
&lt;/ol&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Which are the companies currently licensing InfoUSA data?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Currently we are licensing data to all top five search engines (Google, Yahoo!, MSN, AOL, Ask etc), we are powering Points of interest data on over 90% of in-car navigation units (Toyota, Lexus, Honda, GM, Ford, Nissan etc). InfoUSA also licenses data to KGB (fka InfoNXX) , mobile applications like Telenav, Tellme and Telematics services like OnStar.&lt;br /&gt;
&lt;br /&gt;
One advantage of having such diversified list of customers is that quality is driven by the most critical applications. Thus we have to compile gas stations with accuracy that Lexus can use for turn-by-turn directions and compile hospital with 24/7 flag that OnStar can use. But in the end it sets the quality bar very high at our end.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; These are the people who are purchasing local business data from you?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Yes, either directly or indirectly. Sprint &amp; AT&amp;T has Telenav installed on handsets and their customers will use InfoUSA data through Telenav application.&lt;br /&gt;
&lt;br /&gt;
So you may ask if it is this easy – key in the phone books or call every business then why aren't our competitors or anyone else doing it?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Well, I can answer that question; it's a problem of scale.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Exactly. The marketing side of the business, which still accounts for over 80% of corporate revenue, helps subsidize the cost of compilation. It is impossible for any company to phone validate information solely based on LBS clients as the market value is not high enough to justify incurring such a high cost.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. Let's go back to enhanced content a little bit. Do you ever try to capture any data like hours of operation or things like that?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Oh, yes. In spite of everything that I said about accuracy and phone validation, there is still a lot of other data that I would want to know as an end user. For example, what are the store hours? For a restaurant, I want to know soup of the day, price range or what other users have to say about it?&lt;br /&gt;
&lt;br /&gt;
Thus there is still room left for information like ratings and reviews. But also note that all of this information is either too subjective or too volatile that it is not possible for InfoUSA to capture it using phone validation (even ignoring cost for the time being).&lt;br /&gt;
&lt;br /&gt;
Thus there is no way InfoUSA can ever tell like &lt;a target="_blank" href="http://www.citysearch.com/"&gt;Citysearch&lt;/a&gt; that this restaurant is four out of five, or that this pizza place sucks, because it's a very subjective opinion.&lt;br /&gt;
&lt;br /&gt;
There are companies that are collecting such data and given below is a partial list.&lt;br /&gt;
&lt;br /&gt;
&lt;ol&gt;
&lt;li&gt;Restaurants (CitySearch, BooRah, Zagat, Open Table, wCities)&lt;/li&gt;
&lt;li&gt;Gas Prices (Gas Price Watch, OPIS, Gas Buddy)&lt;/li&gt;
&lt;li&gt;Users Reviews (City Search, Yahoo!, BooRah)&lt;/li&gt;
&lt;li&gt;News &amp; Events (Topix, Zevents etc)&lt;/li&gt;
&lt;li&gt;Classifieds (LiveDeal, eBay, Craiglists)&lt;/li&gt;
&lt;li&gt;Editorials and Profiles (Merchant Circle, City Search) &lt;/li&gt;
&lt;li&gt;Contractors (Service Magic)&lt;/li&gt;
&lt;li&gt;Taxonomy, coupons, parking, golf courses, live inventory and several more&lt;/li&gt;
&lt;/ol&gt;&lt;br /&gt;
&lt;br /&gt;
Lots of this data has consumer appeal and LBS players have to mix data from multiple sources, which brings another key topic to forefront i.e. Data Aggregation.&lt;br /&gt;
&lt;br /&gt;
Look at examples below to understand the challenge a LBS application faces when trying to match data from multiple sources.&lt;br /&gt;
&lt;br /&gt;
To alleviate this problem and help customers leverage power of phone validation InfoUSA performs. We appended our record identifiers (InfoUSA IDs) to selected partners (see below), this extended the reliability of validation provided by InfoUSA to enhanced data partner and also solved the problem of data matching (using InfoUSA 9-digit IDs). Thus City Search can provide real-time feeds on ratings, reviews, prices etc to any of our customer, who can then match the record to a unique InfoUSA record without compromising accuracy of search results and spending any time or resources in matching.&lt;br /&gt;
&lt;br /&gt;
Another important aspect of our 9-digit identifiers is that it is very persistent and Mike Dobson has blogged in detail about the value of having a persistent identifier. You can read the blog at &lt;a target="_blank" href="http://blog.telemapics.com/?p=92"&gt;http://blog.telemapics.com/?p=92&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So, this relates to another question I had which is, that when I was going through the process of finding how to add records to a search engine, Google and Yahoo were fairly straightforward, I got to Microsoft and where I landed was actually a page on the InfoUSA site. So, it's huge that Microsoft is using you nearly as a sole source.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Even in cases when a customer of InfoUSA accepts your listing on their own branded page, many times the listing is delivered to us for validation. I cannot disclose the names of clients as many of them have advertised this as their own service. InfoUSA makes about 4,000-7,000 net corrections every month as a result of such feedback. But the reasons why these customers ask us to validate these listings corrections are two folds&lt;br /&gt;
&lt;br /&gt;
&lt;ol&gt;
&lt;li&gt;Objective validation of listing submissions - you cannot always assume that merchant submission is always 100% honest. We find that about 50% of listing correction submissions are genuine or warrants some kind of corrective actions. For the remaining 50%, there are cases when a taxi cab may try to list themselves under airport or someone playing mischievous and asking us to change a pizza delivery number to a residential number. There are also cases of a competitor calling and asking that a bar be also classified as an escort club!&lt;/li&gt;
&lt;li&gt;Costs and Data Hygiene - our customers will have to incur the cost of validation and over time this creates a problem of data hygiene. For example, if one of our customers added a listings (after verification) for "BJ Brewery at Mariners Island and Fashion Blvd in San Mateo, CA". InfoUSA might have captured the listings from another source as "BJ's Breweries at 2206 Bridgepointe Pkwy, San Mateo, CA" Thus you have a duplicate and you are also stuck with ownership and hygiene of second listing in perpetuity.&lt;/li&gt;
&lt;/ol&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; When a local portal of some sort wants to license data from InfoUSA, how does that work? Let's say I am SuperPages.com and I want a very large amount of data, because I am trying to be complete with what I am doing. How is that structured?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; The deal structures vary according to the needs of our partners. Because they are all in local search space, there are some commonalities. For instance, all them would want physical location address for the merchant as opposed to direct mail clients who may want PO Box addresses for higher deliverability.&lt;br /&gt;
&lt;br /&gt;
But even within LBS customers we see several customizations which are application specific such as in-car navigation customers may want to drop categories like contractors or listings for lawyers. While mobile application clients may focus on a very narrow band of categories like eating, drinking, shopping, travel and personal services and discard the rest.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Can you give us a general sense as to what pricing looks like?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; We have a usage based pricing, because as you can see we are continuously investing more and more into the content. Also InfoUSA is investing heavily in improving content for driving better customer experience. Currently we have projects running across categories like ATMs, Amtrak stations, fuel grades (electric cars), towing services, taxis, locksmiths etc. So when it comes to pricing, we want some incentives to be able to continuously invest in improvements. We follow different kinds of usage pricing models based on applications such as CPM (Ad supported &amp; web based), transaction (411), per subscriber (mobile) etc. The usage volumes are also drastic different, Internet players can probably deliver billion of pages views but same cannot be expected from in-car navigation.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Thanks Pankaj!&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Pankaj Mathur:&lt;/b&gt; Thank you Eric!&lt;br /&gt;
&lt;br /&gt;
Have comments or want to discuss? You can &lt;a href="http://www.stonetemple.com/blog/?p=368#MakeAComment"&gt;comment on the Pankaj Mathur interview here&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
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&lt;br /&gt;
&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
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            <link>http://feedproxy.google.com/~r/STC-Articles/~3/TPbOJjNZFhk/interview-pankaj-mathur.shtml</link>
            <category domain="">Web Marketing/Social Media/Twitter/Michael Gray</category>
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            <pubDate>Tue, 17 Mar 2009 15:13:52 -0400</pubDate>
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        <item>
            <title>Eric Enge and Michael Gray Discuss Twitter</title>
            <description>&lt;em&gt;Podcast Date: February 26, 2009&lt;/em&gt;&lt;br /&gt;
&lt;br /&gt;
The following is a written transcript of the February 26, 2009 podcast with Michael Gray of &lt;a target="_blank" href="http://atlaswebservice.com/"&gt;Altas Web Service&lt;/a&gt; and Eric Enge:&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Hi, this is Eric Enge with Stone Temple Consulting, you can see our website as &lt;a href="http://www.stonetemple.com/"&gt;www.stonetemple.com&lt;/a&gt;. I am pleased to be here today with Michael Gray of the Atlas Web Service; you can see his website at &lt;a target="_blank" href="http://atlaswebservice.com/"&gt;www.atlaswebservice.com&lt;/a&gt;, where he offers a variety of consulting services, and you could also see his blog which is rather well-known at wolf-howl.com. How are you doing today, Michael?&lt;br /&gt;
&lt;br /&gt;
Note: Michael Gray tweets as &lt;a target="_blank" href="http://twitter.com/graywolf"&gt;@graywolf&lt;/a&gt; and Eric Enge tweets as &lt;a target="_blank" href="http://twitter.com/stonetemple"&gt;@stonetemple&lt;/a&gt;.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; I am good, how are you?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Let's discuss the basic uses of Twitter and the different ways that people can use it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; There are lots of different ways to use Twitter. I wouldn't say that there is really a wrong way, but some ways are definitely better than others. The first level is people who just use it to follow their friends. Maybe they have five, ten, fifteen people that they follow and that they just use it so they can send status message back and forth.&lt;br /&gt;
&lt;br /&gt;
They may just be having normal, everyday conversations, but this level is usually used by people who have been separated by geography. It's actually a big way for all of them to share information with each other, but it's a very small little thing. It is typically not a big amount of information that is being shared or anything that's really important. It's mostly a personal thing.&lt;br /&gt;
&lt;br /&gt;
The next level is people who are just interested in communicating with other people online. Maybe they have friends that they have met through other forums or newsgroups or who share the same interest. Maybe they play the same online games or they are the part of the same community. And again, those people are almost always separated by geography.&lt;br /&gt;
&lt;br /&gt;
The next level is people who are trying to engage a larger part of the community. Maybe there are people who are really interested in iPhones, and they like talking and sharing other apps, doing little hacks and finding out the best things to jailbreak, that sort of thing. They are just on talking with people in a larger part of the community who have a specific interest. As it moves up, we get people who are just interested in talking with other people online.&lt;br /&gt;
&lt;br /&gt;
Maybe these are people who work from home and they don't have a lot of interpersonal interaction in their lives, and they are just looking for people that they can talk to and discover interesting things from and share links with throughout the day. At some point, we start to cross into the commercial territory, but this is kind of fuzzy because there is not always a hard line here.&lt;br /&gt;
&lt;br /&gt;
People who have an online business or a website, sort of foot and bolt camps where they have personal and business related interaction. Maybe they are dropping links to their blog, maybe they are talking about some of the services they are selling, maybe they sell photography and they are posting their pictures or maybe they make videos and they are trying to get people to watch them online. . And again, it's sort of a mix somewhere between business and personal.&lt;br /&gt;
&lt;br /&gt;
That hybrid model is probably where you'll find the most activity, where most people are. They will talk about their personal lives and then they will mention things that they are doing with their business websites, or something like that. There is sort of a cross promotion there.&lt;br /&gt;
&lt;br /&gt;
Next, we get into the level of people who are strictly business. These are people who are on Twitter on a company account. It's either one person or multiple people running an account, and they are using it for some level of business. And there is a lot of variation within this particular group.&lt;br /&gt;
&lt;br /&gt;
They could be using it as a customer service avenue where they are looking for a people who happen to have problems relating with their service, so they are scanning for specific keywords and trying to solve those problems. Maybe they are selling products and they are looking to help people solve their issues. For example, someone who sells spyware software may be scanning Twitter looking for people who are constantly complaining about spyware. Then they drop little hits to them about how to fix a particular problem. That sort of thing.&lt;br /&gt;
&lt;br /&gt;
Probably the farthest away from that is the strictly commercial level, where people adjust them Twittering out sales promotion, different things that they want to get to get a conversion on there, maybe it's products that are on discount, maybe it's like liquidate, they just run a really cheaper discount or liquidation things like that. Something like &lt;a target="_blank" href="http://twitter.com/woot"&gt;Woot&lt;/a&gt; is a very good example of that, where they are just Tweeting out products, and that's it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So, when someone is that commercial do they get much of a response?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; It depends, being a commercial account is pretty tricky. You've got to setup that expectation when you start the account. If you start out being an extremely personal blogger and you switch to strictly commercial, you are probably going to get some resistance. If you are a thought leader in the space and you mix in some commercial links, sometimes you do get some backlash.&lt;br /&gt;
&lt;br /&gt;
An example of this is a &lt;a target="_blank" href="http://twitter.com/guykawasaki"&gt;Guy Kawasaki's feed&lt;/a&gt;. A lot of people go there and are expecting just to hear Guy give information about businesses and creative stuff like that. But Guy also has a couple of websites, &lt;a target="_blank" href="http://truemors.nowpublic.com/"&gt;Truemors&lt;/a&gt; and &lt;a target="_blank" href="http://alltop.com/"&gt;Alltop&lt;/a&gt;, where he will go through and Tweet out anywhere from four to 12 links to any of those things every day. Some people get pretty upset because they are expecting to hear Guy talking about business, not Guy pimping himself. So, he will get some backlash, but he just tells them, “hey, it's me, I am doing these, so you've got to kind of manage that expectation.” If you are just doing sales it really helps if you are a very well known brand so people will care.&lt;br /&gt;
&lt;br /&gt;
&lt;a target="_blank" href="http://www.woot.com/"&gt;Woot&lt;/a&gt; is well-known online and they are online just to sell their product. You are going to start out from day one and you are probably going to have a lot of resistance. The way to overcome that is to give out good, time-sensitive deals. If it's a unique deal that you can get that no one else can, you would do better with that, depending on how good the deal is.&lt;br /&gt;
&lt;br /&gt;
The more unique and more valuable the ad is, the better off you will be with a commercial account. Most people don't have the ability to offer those deals, so they have to find a balance between being helpful, giving out information and mixing in a little commercial material.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So, where are you in this spectrum?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Most of my accounts are mixed accounts. My main account, which everybody probably knows me for, is for experimenting more than anything else. I will try a lot of different things, and sometimes people probably wonder what the heck I am doing. I talk with people on the account and that's fine, people can ask me questions and that sort of thing, but there is a lot of experimentation going on there as well.&lt;br /&gt;
&lt;br /&gt;
Sometimes, you will think I am hitting the bottle or something, but there is lot of experimentation going on, so take some of the things you see with a grain of salt. The other accounts that I run are all commercial accounts, but I don't have anything that's strong enough to support a commercial brand on its own. And, I just don't think that that's necessarily where most people want to be. You get a lot more interaction if you are willing to engage people at some level.&lt;br /&gt;
&lt;br /&gt;
I think one of the most important things that people can do is always answer back. If someone asks you a question that has to be answered, you should really answer it. It's not only common courtesy but it's just a really good way to interact with your community. And again, I think it's really an outreach program and it's a great way to build a profile that's useful to people.&lt;br /&gt;
&lt;br /&gt;
One example is an account called &lt;a target="_blank" href="http://twitter.com/bbgeeks"&gt;BBGeeks&lt;/a&gt;, and it is all about BlackBerries. Basically what they are doing is scanning for people who are having problems with their BlackBerries. And if they have an answer to their problem in their blog, they will Tweet the person back give them a link to find the solution. Sometimes they will send them to a competitor's website or an informational website. They have a series of questions and answers that they have links for and that's just a really easy way to help someone.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; How much time does it take to get somewhere with an account? I mean, you have spend a lot of time on it, correct?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Sure. Getting an account of the ground is probably the hardest part because there are lot of people who are looking at Twitter for a short term gain, and basically they will go in and they are just looking for spam. So, you can't go in and make thousands of friends and expect people to take your accounts seriously. You've got to grow it gradually and you have to learn how to work the tools better over time.&lt;br /&gt;
&lt;br /&gt;
There are a lot of tools out there that let you Tweet at specific intervals. Say you know you are not going to be in front of you computer tomorrow, but you want to make your account still look like it's alive. There are programs that you can use that actually will help you do that. The easiest way to do that is to use something like Twitter mail and &lt;a target="_blank" href="http://www.lettermelater.com/"&gt;LetterMeLater&lt;/a&gt;. Basically, what it does is set out a secret Twitter account and a secret email account that you use to send an email to your Tweeter account at a scheduled time. Another service that I have been using is &lt;a target="_blank" href="https://easytweets.com/"&gt;Easy Tweets&lt;/a&gt;. It's probably a lot more integrated than a lot of the stuff out there, but the downside is that it's is a paid service. With this you really have to decide how many accounts you are doing, how much time it will save you and whether or not you want to pay for it. If you are running more than one, it's probably worth looking at a commercial solution, but if you are only running one account, you might be able to get by with some of the free tools.&lt;br /&gt;
&lt;br /&gt;
Using searches is another key feature. You can go in and setup things like a Tweet-beep to monitor for particular searches, and it will send you an email once it hits a certain threshold. You can also use an RSS feed for search. So, if you want to go through and look for everybody who is selling accounting software and everybody who is selling accounting software that they hate, you can go through and setup an RSS feed for that.&lt;br /&gt;
&lt;br /&gt;
All you have to do then is scan the RSS feed once a day. This way you don't have to be sitting in front of the computer all day monitoring that kind of stuff. If you use tools to make it, you can check-in two or three times a day and respond as needed. Again, as the account grows and gets more active, and you get more followers you may have to devote a little bit more time to it. But once you've got the background down on what keywords you are looking for, you really can do it in probably an hour a day.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; That isn't too bad an investment, depending of course on the return you get out of the whole exercise. What about strategies for building followers?&lt;br /&gt;
&lt;br /&gt;
You talked about good content, but you can go beyond that, right? You've got to seek people out and communicate with them proactively at some level too?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Sure. Now, when you are an SEO, probably one of the best things that people do is recommend what to start with. They say you are going to need link, and where you should start looking for them. So, you mine the backlinks of your competition. You should just take that same theory and apply it basically to Twitter.&lt;br /&gt;
&lt;br /&gt;
If you are running in a particular account and it happens to be a travel account, you can go out and find the big travel accounts on Twitter like Jet Blue and Southwest, and you start mining their backlinks and following the people who are actually there. There is a debate as to whether you should follow all of your followers or not. Some people say it's right, and some people say it's wrong, but that decision is up to you. The thing that they will say is, if you are running a commercial account, the object is to get people to follow you.&lt;br /&gt;
&lt;br /&gt;
Following people back is probably just the smart thing to do. Now, are you going to do that manually? That's up to you, they are getting in a lot of programs that help you do that automatically so that you don't have to. It just depends on how much time you have to invest, how many accounts you are running and whether or you want to use it or not. But, mining the backlinks of your competition is probably the smartest place to start. And then, I would almost always follow anybody who asks you a direct question. That's just because in the end, it's an easy way to get somebody to follow you.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right, it makes sense. Now, what about this notion that someone follows you and later they drop it. Do you go back and proactively stop following them?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Here is the way the followers work: Twitter tried to combat spam because they had a bunch of people who would go in, follow a million people and several people would follow them back. Then, if you've followed enough people and you've got enough followers, you would show up on any of the top Twitter people list.&lt;br /&gt;
&lt;br /&gt;
You were able to get thousands of followers without doing any work. Twitter had to make it a little harder; so they imposed some limits as to how many people you are allowed to follow. You are now allowed to follow as many people as you want up to two thousand, so you can basically have one person following you and you can follow two thousand people. Now, that looks really odd and it makes you look like you are a spammer when you do that. So, I wouldn't recommend anybody go anywhere near that particular level.&lt;br /&gt;
&lt;br /&gt;
Go slower and in smaller steps. And again, Twitter is actually taking some steps to try and combat that. If they see a lot of activity, they will go and flag an account. Then you will have to ask for a manual review for them to let you back in. So, add your followers slowly in the beginning. Once you hit that two-thousand level, you are blocked.&lt;br /&gt;
&lt;br /&gt;
The only way you are able to get past two thousand followers is to have at least two thousand people following you. You are allowed to follow approximately 1.1 times as many people as are following you. Until you get more than two thousand followers, you are not going to go beyond this. So basically you are able to grow your follower account by 10% per day.&lt;br /&gt;
&lt;br /&gt;
It's up to you if you want to un-follow people when they stop following you. If you are trying to grow an account and you are using some sort of software to follow people, you are probably going to have to drop the people who aren't following you. You have to play the numbers' game.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right, absolutely. They are basically limiting your ability to grow.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Right. And, they sort of put a governing mechanism in, and I understand why they do it. But, you've got to understand what your motivation is. I wouldn't sit there and say, "oh this person un-followed me, sod I am going to un-follow them tomorrow." That's not necessarily the way to do it, but if you are looking to grow your subscriber base you are going to have to start dropping your followers. That's just a reality of the game.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right, absolutely. So, let us just focus some more on the types of commercial purposes. What are your thoughts on networking and using it as a tool to meet people?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; There are lot of people who are doing these things they call Tweet-ups , which are basically meetups of people are at a particular event. Usually it's a group of people who have a particular shared interests and they are all going to be in the same area doing something together. I have even seen Tweet-ups before movie premiers where a bunch of people get together, hang out and talk about the movie, and then they go to see the movie that night.&lt;br /&gt;
&lt;br /&gt;
That's another interesting little thing. It's basically a way to try and build your brand within the particular community. It's hard to attach a dollar value to something like that because there is no real conversion. But if more people knew you when you come out of that particular event, then that's probably a good thing.&lt;br /&gt;
&lt;br /&gt;
The key thing everybody wants to know is who are the "A-players" in their space. If they are on their radar and they write an interesting post, A-players will hopefully link to them and mention them, that sort of thing. That's a game that everybody is playing, where interacting within a community is a good thing. So, if Robert Scoble is an A list player in the tech space, whether you like him or not or whether you think he is important or not, is irrelevant. If he has enough people following him and he Tweets something about you, a big mass of people are now going to know who you are and go follow that link. And that's really the ultimate goal of this, to get him to Tweet about you.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; The re-Tweet process.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Now here is an interesting thing with re-Tweets. I will give a little secret to everybody who is reading. If you are looking for people to re-Tweet what it is that you are Tweeting, do a search for the words re-Tweet, or people sometimes abbreviate it RT, and whatever your keyword is. So, if you have a website that says movie reviews, go to the Twitter search and search for everybody who says "re-Tweet movie review." That will give you a list of people who found movie reviews interesting enough that they re-Tweeted them, and you should probably friend all of those people.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right. They might be interested in your topic and get some of them to follow you. , You might get a re-Tweet out of that, and now you are exposed to their audience.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Right. And, it kind of grows exponentially. If you can get a really good network of re-Tweeters following you that can really grow your exposure. It's that old Malcolm Gladwell thing; you've got to get the connectors.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Yes, well absolutely. So, just to go back to who you mentioned before, if you know what Robert Scoble re-Tweets and you have something related, then you might be able to get into his huge network.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Yes, he has something like 60,000 people following him, so if even one tenth of those people go and re-Tweet your link, that's a huge amount of traffic to your website. Hopefully people might think it's interesting and subscribe to your blog or start following you.&lt;br /&gt;
&lt;br /&gt;&lt;b&gt;Eric Enge:&lt;/b&gt; Right. Now, is that the basic strategy for using Twitter to get traffic to their site?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; That's one of the basic strategies. The key is to give away an interesting bit of information. You've either got to solve someone's problem or, if you are doing something commercial, give them a really good deal. The better the deal, the more likely someone is to re-Tweet it. If you are going to tell somebody, "hey, there is a cruise next week and it's $5,000 a person," you are probably not going to get any re-Tweets.&lt;br /&gt;
&lt;br /&gt;
But, if you offer them a 7-day cruise for $200 because the ship is having a hard time filling space, you are probably going to get a lot more people re-Tweeting because there is value-add there. So, you've just got to measure what it is that you are giving out. There are a lot of people that say you should never ask for a re-Tweet. I am of the opinion that no one is going to know you want to be re-Tweeted if you don't ask. A lot of people have that personal threshold that doesn't let them actively sell. If you are trying to get something across and you want someone to do something, you should suggest it at the very least.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Do you have a suggested way of doing that?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; If you are going for the re-Tweet model, there are a couple of things you have to keep in mind. One is to leave some space. Twitter basically gives you 140 characters, so you want to leave some extra space so that people can re-Tweet, add your name, or add their own little message onto something. Don't max out at 139 characters because that's not going to be as effective. Somewhere in the 100-character range would be ideal. You've just got to try and be as direct as you possibly can.&lt;br /&gt;
&lt;br /&gt;
And you have to practice that a little bit, but it's a skill that you just pickup slowly over time. And again, ask people to re-tweet if they find the information helpful, that's a really simple way to do it. There are some people who a little bit more not straightforward about what they do.&lt;br /&gt;
&lt;br /&gt;
One example that I love to bring up because it's always so amusing, is Matt Cutts at one point posted a link to a Digg page and said, “maybe someone should call their congressman about that.” Now, when I read something like that, I put on my Judge Judy hat and say you don't send me to a Digg page unless you are looking for me to Digg an article. Matt just claims that he was really, genuinely interested in the local politics of that particular case, and I will leave that up to everyone who is listening and reading to decide. But I am of the opinion you don't send me to a Digg page unless you want me to Digg something.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Well then, the advice might be that if you really do have an interest, you should be a little more explicit?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Yes. Now, the one thing I will say about social media is that there is an upside and a downside to it. If you ask most normal people to stumble or vote something up, they will do it. Sometimes within the SEO world, there are quite a bit of haters there. So, if you have an account and you are known as an internet marketer or an SEO, I would be extremely careful about asking people to Digg, mix or stumble upon your stories, just because there are a lot of people who hate on you. They will specifically go and watch your account just to figure out who your clients are, what websites you own and they will specifically go and down vote you.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Other traffic strategies for Twitter?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Don't push your followers too much, and also be aware of time-zones. If you are Tweeting something at five in the morning, there are probably not a lot of people who are going to see your Tweet. Most people are now following more and more people, so they are not going to go back and look through all of your Tweets.&lt;br /&gt;
&lt;br /&gt;
Tweet your important stuff during primetime, when people are at work. Be aware that there is an east coast and the west coast. Sometimes if I find something that is important, I prefer to Tweet it two or three times a day, just so people all across the country can see it. The other thing I will say is don't Tweet only about yourself. If every single thing coming through your Tweet profile is a link to your blog, that's probably not adding a lot to the space. Tweet other people's stuff in there too. Sometimes just Tweet out stuff that is interesting or funny, just to make your scream a little bit more interesting to be a part of.&lt;br /&gt;
&lt;br /&gt;
There is a little bit of a debate over whether everything should be a single-person account or multiple-people accounts. If you are running multiple-person accounts, let people know at some level. I know a lot of the bigger, commercial accounts like Jet Blue will change their status to say now Tweeting Jennifer or something like that. This is just so people know who is actually there so they don't come back and say, "hey, you told me to do this four hours ago," and the person at the other end of the screen has no idea what you are talking about.&lt;br /&gt;
&lt;br /&gt;
So, if you are going to be doing that kind of thing and you are big enough, let people know. The other thing is to be aware that this is the social space and some negativity goes on here sometimes. . You do sometimes get people who don't know where the line is and they cross that, so be careful about what information you are giving out. Never give out anything too personal, such as your phone number or your address. For 99.9% of for the population on Twitter this is not an issue, but there is always that possibility.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Right, your troll?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Yes. You've got to be aware of that.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; What about using Twitter as a tool to build links, is that something that can work as well?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; It is hard asking directly for links. You are probably better off working it on a social angle and just saying, "here is an interesting piece you wrote that helps you do this." Asking directly for links usually doesn't work. Twitter does most of your things through a tiny URL that is no-followed, so you are not getting any real link juice through there.&lt;br /&gt;
&lt;br /&gt;
I believe search engines are monitoring that sort of thing and toolbars are actually capturing the URLs that are going through there. There are actually some services that will go through and reverse-engineer some of the tiny URLs to let you know how much things are being tweeted. This way you can gauge the effectiveness of a website. If you actually put someone's URL in &lt;a target="_blank" href="http://www.quarkbase.com/"&gt;Quarkbase&lt;/a&gt;, it will go through and scan Twitter to see if people have tweeted that particular URL. So, if you are looking at someone's website, maybe you want to see if this person is someone that you want to try and engage a relationship with based on how active they are in Twitter. If the person is active in Twitter and you are looking to grow, there are some keys that will tell you if you should try and engage this person a little bit more or not.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So the way I think about it is absolutely don't go and directly ask for links, but if you have built a good following and you are able to periodically get other people to re-tweak your stuff, then it is like a PR mechanism.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Yes, it basically just carries forward. Again, if you know that there are bloggers or reporters who have Twitter streams and they are covering your sector, do what you can to get your URL in front of them. I have a couple of different bloggers who have picked up things in front of them and linked to it because they thought it was an interesting piece. So, it is definitely worth doing.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Yes, well very effective overall. Any additional key tips you want to give people before we wrap up.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Don't be afraid to push hard, but don't push too hard. You don't want to come off as being super-aggressive, but you should definitely get involved. Go through your referral logs, see if there are people who are re-Tweeting your stuff who are sending you traffic and make sure that you are friends with them. Go out of your way to thank someone for re-Tweeting your link. That's the kind of thing that people appreciate.&lt;br /&gt;
&lt;br /&gt;
At the end of the day, it is a social mechanism and people are involved. People on the other end of the screen are guilty of the same things we are. They like to have their ego stroked, and every time you mention them you make them feel good. Controversy is a tricky angle, not everyone can pull it off effectively. It is very powerful if you can find out what other people are monitoring. If you happen to be a pro-Bush person, whenever an Obama speech is on, go ahead and aggressively engage the Obama supporters.&lt;br /&gt;
&lt;br /&gt;
That way they are going to start re-Tweeting your name out there and that's going to get you some exposure. Again, you've got to make sure you know what you are doing, you have to know where the line is and you have to have thick skin.&lt;br /&gt;
&lt;br /&gt;
Monitor the key words that people are searching for in your subject. If you are a TV blogger, look for people who are blogging about Lost when Lost is on. If you are an entertainment blogger, look for people who are Tweeting about the Oscars when the Oscars are on. Use those hash tags sometimes, which is when you put the numbers on and you put the word after. People would use them to group everything together. Basically, the hash tag is your way of saying that your tag is part of this subject. Do everything that you possibly can to be creative about getting traffic.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; So, if you are in Twitter and you want to find all the people who have searched or Tweeted on the Oscars, what exactly are the mechanics of doing that?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; There are two ways you can do it. There is a service called hash tags, and you will go back to hash tags, put in the word "Oscars" and it will show you everybody who has used the Oscars hash tags. The way that is easier and probably going to get you some more people, but not as refined, is just going to the Twitter search mechanism and typing in the word "Oscars." It is going to list everybody that's in there doing it. There are a couple of Twitter monitoring services that monitor for trends on Twitter.&lt;br /&gt;
&lt;br /&gt;
So, if you are looking to play that game, you should definitely be subscribing to those and they will tell you what is actually hot. Again, there are a couple of services like &lt;a target="_blank" href="http://twitter.grader.com/"&gt;Twitter grader&lt;/a&gt; and &lt;a target="_blank" href="http://mrtweet.net/"&gt;Mr. Tweet&lt;/a&gt; that are trying to match people together who have similar interests. Sometimes they work, sometimes they don't; it all depends on how big your particular niche is. If you are playing in a big area like an iPhone, you are probably not going to have a problem finding anybody, but if you are doing something like a knitting school, it is probably going to be a little harder to find people who are interested in that particular thing. Sometimes people just aren't there.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Excellent. Anything else?&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Oh, I think that's pretty much it. Again, the opportunity is here. Don't squander it just Twitting about what you had for lunch and what you are doing with your cat. Use it to find ways to grow your exposure or find ways that you can turn it into commercial enterprise. As an example, I had a commercial account that I started last year.&lt;br /&gt;
&lt;br /&gt;
I pretty much ignored it and it babied up three hundred followers. I had some free time studying in January, and I started working the account. I basically went from 300 followers in the middle of January to just shy of 7,000 at the end of February. I worked the account, I got people who are re-Tweeting commercial links and I e got people who are re-Tweeting affiliate links. So again, if you are willing to put the time in to experiment and try different things, it can work.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Eric Enge:&lt;/b&gt; Great, well thanks a lot, Michael. I appreciate it.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Michael Gray:&lt;/b&gt; Thank you!&lt;br /&gt;
&lt;br /&gt;
&lt;strong&gt;About the Author&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Eric Enge is the President of Stone Temple Consulting. Eric is also a founder in Moving Traffic Incorporated, the publisher of &lt;A HREF="http://www.customsearchguide.com/"&gt;Custom Search Guide&lt;/A&gt;, a directory of Google Custom Search Engines, and &lt;A HREF="http://www.citytowninfo.com/"&gt;City Town Info&lt;/A&gt;, a site that provides information on 20,000 US Cities and Towns.&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting (STC) offers search engine optimization and search engine marketing services, and its web site can be found at: &lt;A HREF="http://www.stonetemple.com/"&gt;http://www.stonetemple.com&lt;/A&gt;.&lt;br /&gt;&lt;br /&gt;
&lt;strong&gt;For more information on Web Marketing Services, contact us at:&lt;/strong&gt;&lt;br /&gt;
&lt;br /&gt;
Stone Temple Consulting&lt;br /&gt;
(508) 485-7751 (phone)&lt;br /&gt;
(603) 676-0378 (fax)&lt;br /&gt;
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