<?xml version='1.0' encoding='UTF-8'?><?xml-stylesheet href="http://www.blogger.com/styles/atom.css" type="text/css"?><feed xmlns='http://www.w3.org/2005/Atom' xmlns:openSearch='http://a9.com/-/spec/opensearch/1.1/' xmlns:georss='http://www.georss.org/georss' xmlns:gd='http://schemas.google.com/g/2005' xmlns:thr='http://purl.org/syndication/thread/1.0' gd:etag='W/&quot;Dk4GQHw8fCp7ImA9WhVRFUg.&quot;'><id>tag:blogger.com,1999:blog-491855113912493628</id><updated>2012-03-23T19:08:41.274-07:00</updated><title>Market IntelliSense</title><subtitle type='html'></subtitle><link rel='http://schemas.google.com/g/2005#feed' type='application/atom+xml' href='http://marketintellisense.blogspot.com/feeds/posts/default'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/491855113912493628/posts/default?redirect=false&amp;v=2'/><link rel='alternate' type='text/html' href='http://marketintellisense.blogspot.com/'/><link rel='hub' href='http://pubsubhubbub.appspot.com/'/><author><name>Market IntelliSense</name><uri>http://www.blogger.com/profile/15312898487621428088</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='28' height='32' src='http://4.bp.blogspot.com/-RECVlYA_KLQ/Ttlz_N0gsuI/AAAAAAAAAAo/qXnzLfTiFKk/s220/market_intellisense_logo_new.png'/></author><generator version='7.00' uri='http://www.blogger.com'>Blogger</generator><openSearch:totalResults>3</openSearch:totalResults><openSearch:startIndex>1</openSearch:startIndex><openSearch:itemsPerPage>25</openSearch:itemsPerPage><entry gd:etag='W/&quot;AkECRn45eyp7ImA9WhRRGUs.&quot;'><id>tag:blogger.com,1999:blog-491855113912493628.post-1999839093060684174</id><published>2011-12-03T19:11:00.000-08:00</published><updated>2011-12-03T19:17:47.023-08:00</updated><app:edited xmlns:app='http://www.w3.org/2007/app'>2011-12-03T19:17:47.023-08:00</app:edited><title></title><content type='html'>&lt;div id="main_text"&gt;&lt;h1&gt;&lt;/h1&gt;&lt;h2 style="color: #e69138;"&gt;&lt;span style="font-size: large;"&gt;What is Sample Size and why is it Important?&lt;/span&gt;&lt;/h2&gt;&lt;h3 style="color: #6aa84f;"&gt;&lt;i&gt;&lt;b&gt;What is Sampe Size&lt;/b&gt;&lt;/i&gt;&lt;b&gt;?&lt;/b&gt;&lt;/h3&gt;A sample is a part of an entire population that possesses attitudes, opinions, habits, or characteristics that you wish to study. The appropriate sample size is influenced by your purpose in conducting the research. If your sample size is too small, you could miss important insights. But if it’s too large, you could waste valuable time and resources, such as unecessary budget. There is usually no reason to inlcude more than 1,000 to 1,500 respondents in a given study. While the accuracy of results tends to improve as the sample size increases, the increase in accuracy diminishes when sample size is greater than 1,500 respondents. If you have reason to expect a high degree of correlation between variables, then you can use a smaller sample size for your study. Base the sample size on the minimum adequate sample size of important subgroups in the population. &lt;br /&gt;
When researching several distinctive segments or groups, findings cannot be lumped together and stratified sampling needs to be used. Stratified sampling determines the sample size for each segment/group separately. Therefore, the overall sample size for a study with distinctive groups is much larger than for homogeneous groups. &lt;br /&gt;
&lt;h3&gt;&lt;b style="color: #6aa84f;"&gt;&lt;i&gt;&amp;nbsp;&lt;/i&gt;&lt;/b&gt;&lt;/h3&gt;&lt;h3&gt;&lt;b style="color: #6aa84f;"&gt;&lt;i&gt;Why is sample size so important?&lt;/i&gt; &lt;/b&gt;&lt;br /&gt;
&lt;/h3&gt;It is essential to use the correct sample size to accurately represent the population. Choosing a sample size that is too small may not give an accurate representation of the population distribution. Too large a sample size is wasteful and sometimes impossible to complete. &lt;br /&gt;
&lt;h3 style="color: #6aa84f;"&gt;&lt;b&gt;&lt;i&gt;&amp;nbsp;&lt;/i&gt;&lt;/b&gt;&lt;/h3&gt;&lt;h3 style="color: #6aa84f;"&gt;&lt;b&gt;&lt;i&gt;Sample Size Terms:&lt;/i&gt;&lt;/b&gt;&lt;/h3&gt;&lt;br /&gt;
&lt;b&gt;Confidence Level:&lt;/b&gt; The confidence level reflects the certitude that the answers of the sample truly reflect the answers of the total population. Most often, a 95% confidence level is sufficient for making business decisions. However, some companies choose a 90% confidence level due to timing, budgets, and response rates. Confidence intervals give us an estimate of the amount of error involved in our data. They tell us about the precision of the statistical estimates (e.g., means, standard deviations, correlations) we have computed. Confidence intervals are related to the concept of the power. The larger the confidence interval the less power a study has to detect differences between respondents in survey research. &lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Confidence Interval:&lt;/b&gt; When the research is performed at a 95% confidence level with a 2% confidence interval, the results reflect between 93% and 97% the true answers of the total population. A small confidence interval is more reliable than a large confidence interval. &lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Population:&lt;/b&gt; The sample size depends on the size of the target population and the homogeneity of the market. &lt;br /&gt;
When researching several market segments with similar characteristics, the sample size may be determined for the overall target market population.&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Sampling: &lt;/b&gt;refers to the process of obtaining information from a subset of a larger group.&lt;br /&gt;
&lt;a href="http://www.blogger.com/images/sample_size.png" target="_blank"&gt;&lt;br /&gt;
&lt;/a&gt;&lt;img alt="" 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" /&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;i&gt;&lt;span class="style1"&gt;(Based on a 95% confidence level, +/- 5% acceptable error)&lt;/span&gt;&lt;/i&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;b&gt;Stratified Random Sampling&lt;/b&gt;: also sometimes called proportional or quota random sampling, involves dividing your population into homogeneous subgroups (strata) and then taking a simple random sample in each subgroup. In more formal terms:&lt;br /&gt;
&lt;ul&gt;&lt;li&gt;Objective: Divide the population into non-overlapping groups (i.e., strata) N1, N2, N3, ... Ni, such that N1 + N2 + N3 + ... + Ni = N. Then do a simple random sample of f = n/N in each strata.&lt;/li&gt;
&lt;li&gt;There are several major reasons why you might prefer stratified sampling over simple random sampling. First, it assures that you will be able to represent not only the overall population, but also key subgroups of the population, especially small minority groups.&lt;/li&gt;
&lt;li&gt;Second, stratified random sampling will generally have more statistical precision than simple random sampling. This will only be true if the strata or groups are homogeneous. If they are, we expect that the variability within-groups is lower than the variability for the population as a whole. Stratified sampling capitalizes on that fact.&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Example:&lt;/b&gt; Take sample from each strata, of sizes n1 n2 n3 n4 total sample size, n = n1 + n2 + n3 + n4. (see chart below)&lt;/li&gt;
&lt;/ul&gt;&lt;img alt="" 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" /&gt;&amp;nbsp;&lt;/div&gt;&lt;div id="main_text"&gt;&lt;/div&gt;&lt;div id="main_text"&gt;&lt;b&gt;Relationship between Population Size and       Sample Size:&lt;/b&gt; &lt;/div&gt;&lt;div id="main_text"&gt;&lt;img alt="" src="data:image/png;base64,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" /&gt; &lt;/div&gt;&lt;div id="main_text"&gt;&lt;br /&gt;
&lt;ul&gt;&lt;/ul&gt;&lt;/div&gt;&lt;div id="main_text"&gt;&lt;span style="color: #e69138;"&gt;&lt;b&gt;Web:&lt;/b&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href="http://www.marketintellisense.com/" style="color: #e69138;" target="_blank"&gt;http://www.marketintellisense.com&lt;/a&gt;&lt;/span&gt;&lt;br /&gt;
&lt;span style="color: #e69138;"&gt;&lt;b&gt;Email:&lt;/b&gt;&amp;nbsp; &lt;a href="mailto:info@marketintellisense.com" style="color: #e69138;"&gt;info@marketintellisense.com&lt;/a&gt;&lt;/span&gt;&lt;br /&gt;
&lt;span style="color: #e69138;"&gt;&lt;b&gt;Phone:&lt;/b&gt; 248.390.4698&lt;/span&gt;&lt;br /&gt;
&lt;ul&gt;&lt;/ul&gt;&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/491855113912493628-1999839093060684174?l=marketintellisense.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://marketintellisense.blogspot.com/feeds/1999839093060684174/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://marketintellisense.blogspot.com/2011/12/what-is-sample-size-and-why-is-it.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/491855113912493628/posts/default/1999839093060684174?v=2'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/491855113912493628/posts/default/1999839093060684174?v=2'/><link rel='alternate' type='text/html' href='http://marketintellisense.blogspot.com/2011/12/what-is-sample-size-and-why-is-it.html' title=''/><author><name>Market IntelliSense</name><uri>http://www.blogger.com/profile/15312898487621428088</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='28' height='32' src='http://4.bp.blogspot.com/-RECVlYA_KLQ/Ttlz_N0gsuI/AAAAAAAAAAo/qXnzLfTiFKk/s220/market_intellisense_logo_new.png'/></author><thr:total>0</thr:total></entry><entry gd:etag='W/&quot;DUMNQHo_eSp7ImA9WhRRGUs.&quot;'><id>tag:blogger.com,1999:blog-491855113912493628.post-5728083600281725442</id><published>2011-12-03T18:58:00.000-08:00</published><updated>2011-12-03T18:58:11.441-08:00</updated><app:edited xmlns:app='http://www.w3.org/2007/app'>2011-12-03T18:58:11.441-08:00</app:edited><title></title><content type='html'>&lt;div id="main_text"&gt;&lt;h1&gt;&lt;/h1&gt;&lt;h2 style="color: #e69138;"&gt;&lt;span style="font-size: large;"&gt;How do I create my own Website?&lt;/span&gt;&lt;/h2&gt;With the advances in technology today, creating your own&amp;nbsp; website is possible and sometimes easy.&amp;nbsp; There are many website builder tools out there that make is relatively easy to&amp;nbsp; build a website.&amp;nbsp; But like everything, there are exceptions and limitations.&lt;br /&gt;
&amp;nbsp; &lt;br /&gt;
Do I recommend non-web designers to build their own website. Without website design education or experience, I would not recommend that you build your own website for a business.&amp;nbsp; I recommend that you hire a professional website design company, such as &lt;a href="http://www.blogger.com/default.htm" target="_blank"&gt;Market Intelli-Sense&lt;/a&gt;, to ensure a professional image.&lt;br /&gt;
&lt;br /&gt;
But if it's for personal use, then, why not.&amp;nbsp; Although there are tools out there to make is easier, there is still quite&amp;nbsp; a bit involved in the website design, development, and maintenance&amp;nbsp; process.&amp;nbsp; And to successfully manage a professional website, you must understand HTML, XHTML, CSS, and other code.&amp;nbsp; Do-it-yourself website builders allow you to bypass learning this code, but you can only get so far and there are many limitations.&lt;br /&gt;
&lt;br /&gt;
Here are just a few of the tasks included:&lt;br /&gt;
&lt;ul&gt;&lt;li&gt;constantly update the site to keep content fresh&lt;/li&gt;
&lt;li&gt;monitor web analytics and adjust accordingly&lt;/li&gt;
&lt;li&gt;optimize search engine results&lt;/li&gt;
&lt;li&gt;keep current on internet code standards&lt;/li&gt;
&lt;li&gt;regularly test the website on multiple browsers&lt;/li&gt;
&lt;li&gt;ensure the website complies with W3 standards&lt;/li&gt;
&lt;li&gt;keep in tune with web browser version updates and new browsers&lt;/li&gt;
&lt;li&gt;build links with other relevant websites to increase Page Rank&lt;/li&gt;
&lt;li&gt;respond to technical inquiries&lt;/li&gt;
&lt;li&gt;re-new your web domain on an annual basis&lt;/li&gt;
&lt;li&gt;purchase expensive design software&lt;/li&gt;
&lt;li&gt;...the list goes on...&lt;/li&gt;
&lt;/ul&gt;So, you still want to build a website?&amp;nbsp; Ok, well here are a few tools that will help you build your own website:&lt;br /&gt;
&lt;h3&gt;&lt;b&gt;&lt;i&gt;&lt;span style="color: #6aa84f;"&gt;&amp;nbsp;&lt;/span&gt;&lt;/i&gt;&lt;/b&gt;&lt;/h3&gt;&lt;h3&gt;&lt;b&gt;&lt;i&gt;&lt;span style="color: #6aa84f;"&gt;Website Builders, Website Design Tools &amp;amp; Website Hosting Companies&lt;/span&gt;&lt;br /&gt;
&lt;/i&gt;&lt;/b&gt;&lt;/h3&gt;&lt;a href="http://smallbusiness.yahoo.com/" target="_blank"&gt;Yahoo! Small Business: Web Hosting, Domains, E-commerce, Email&lt;/a&gt; Yahoo! Small&amp;nbsp; Business provides web hosting for your business website, domain name registration, e-commerce solutions for your online store, and&amp;nbsp; business ... &lt;br /&gt;
&lt;br /&gt;
&lt;a href="http://www.brinkster.com/" target="_blank"&gt;Windows and Linux Web Hosting, Free Web Hosting, Free Web Site ...&lt;/a&gt; Brinskter offers shared web hosting, unmanaged dedicated web hosting, domain name registration, free domain names on select hosting packages, a free website ...&lt;br /&gt;
&lt;br /&gt;
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&lt;span style="color: #e69138;"&gt;&lt;b&gt;Web:&lt;/b&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href="http://www.marketintellisense.com/" style="color: #e69138;"&gt;http://www.marketintellisense.com&lt;/a&gt;&lt;/span&gt;&lt;br style="color: #e69138;" /&gt;&lt;span style="color: #e69138;"&gt;&lt;b&gt;Email:&lt;/b&gt;&amp;nbsp; &lt;a href="mailto:info@marketintellisense.com" style="color: #e69138;"&gt;info@marketintellisense.com&lt;/a&gt;&lt;/span&gt;&lt;br style="color: #e69138;" /&gt;&lt;span style="color: #e69138;"&gt;&lt;b&gt;Phone:&lt;/b&gt; 248.390.4698&lt;/span&gt;&lt;br /&gt;
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&lt;/div&gt;&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/491855113912493628-5728083600281725442?l=marketintellisense.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://marketintellisense.blogspot.com/feeds/5728083600281725442/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://marketintellisense.blogspot.com/2011/12/how-do-i-create-my-own-website-with.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/491855113912493628/posts/default/5728083600281725442?v=2'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/491855113912493628/posts/default/5728083600281725442?v=2'/><link rel='alternate' type='text/html' href='http://marketintellisense.blogspot.com/2011/12/how-do-i-create-my-own-website-with.html' title=''/><author><name>Market IntelliSense</name><uri>http://www.blogger.com/profile/15312898487621428088</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='28' height='32' src='http://4.bp.blogspot.com/-RECVlYA_KLQ/Ttlz_N0gsuI/AAAAAAAAAAo/qXnzLfTiFKk/s220/market_intellisense_logo_new.png'/></author><thr:total>0</thr:total></entry><entry gd:etag='W/&quot;D0MGRXY4cSp7ImA9WhRUE0g.&quot;'><id>tag:blogger.com,1999:blog-491855113912493628.post-577543440538040308</id><published>2011-12-02T18:43:00.000-08:00</published><updated>2012-01-23T13:50:24.839-08:00</updated><app:edited xmlns:app='http://www.w3.org/2007/app'>2012-01-23T13:50:24.839-08:00</app:edited><title></title><content type='html'>&lt;div id="main_text"&gt;&lt;h1&gt;&lt;/h1&gt;&lt;h2 style="color: #e69138;"&gt;&lt;span style="font-size: large;"&gt;How do I rank better in Google?&lt;/span&gt;&lt;/h2&gt;&lt;br /&gt;
If we build, they will come, or not?&amp;nbsp; You can't just build a website and expect people to flood the gates of your new website.&lt;br /&gt;
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There are many different ways to market a website, one very important one being &lt;b&gt;Search Engine Optimization (SEO).&lt;/b&gt; What is search engine optimization?&amp;nbsp; Search engine optimization (SEO) is the process of improving the visibility of a web site or a web page in search engines via the "natural" or un-paid ("organic" or "algorithmic") search results. Although there are companies dedicated to doing just that,&amp;nbsp; &lt;i&gt;optimizing search engine results&lt;/i&gt;, here are a few tips that may come in handy in order to increase web traffic and place &lt;br /&gt;
your website higher in the search engines such as Google, Yahoo and MSN.&lt;br /&gt;
&lt;h3 style="color: #6aa84f;"&gt;&lt;b&gt;&lt;i&gt;&lt;br /&gt;
Keeping Website Content Natural &amp;amp; Relevant:&lt;/i&gt;&lt;/b&gt;&lt;/h3&gt;Keep your website content as natural and relevant as possible. You may think that search engines are not smart enough to catch unnatural sneaks, but that is incorrect!&amp;nbsp; In fact, search engines, such as Google, are able to identify unnatural text such as hidden text (white text on white background), keywords not relevant to the website, and so on.&amp;nbsp; It's best to write in small paragraphs in a simple manner and sound like a human!&amp;nbsp; Pretend for a moment that you are not writing for a website, and then go back and check for keywords after the fact.&lt;br /&gt;
&lt;h3 style="color: #6aa84f;"&gt;&lt;b&gt;&lt;i&gt;&lt;br /&gt;
How to Create Keywords for your Website:&lt;/i&gt;&lt;/b&gt;&lt;/h3&gt;Keep your keywords relevant to the content within your website. Again, the search engines are smart enough to identify websites where the keywords do not match the actual content of the website. Consider all&amp;nbsp;&amp;nbsp; variations of the keywords.&amp;nbsp; You can use the &lt;a href="https://adwords.google.com/" target="_blank"&gt;Google Adwords Keyword Tool&lt;/a&gt; to help identify all variations of and determine their search engine rank. Also, don't always compete with competitive keywords (those with a high-score).&amp;nbsp; If you're an accounting firm, for example, the word "Accountant" would be some&amp;nbsp; tough competition in the internet world.&amp;nbsp; You can use the&lt;a href="http://www.seochat.com/seo-tools/keyword-difficulty/"&gt; S&lt;/a&gt;&lt;a href="http://www.seochat.com/seo-tools/keyword-difficulty/" target="_blank"&gt;EO Chat Keyword Difficulty Check Tool &lt;/a&gt;to&amp;nbsp; determine the score on keywords.&lt;br /&gt;
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And don't forget the basics on keywords:&lt;br /&gt;
&lt;ul&gt;&lt;li&gt;Metatags&lt;/li&gt;
&lt;li&gt;The page title&lt;/li&gt;
&lt;li&gt;The Heading (H1)&lt;/li&gt;
&lt;li&gt;Alt text of image files&lt;/li&gt;
&lt;/ul&gt;&lt;h3 style="color: #6aa84f;"&gt;&lt;b&gt;&lt;i&gt;&lt;br /&gt;
How to Submit Your Website to the Major Search Engines:&lt;/i&gt;&lt;/b&gt;&lt;/h3&gt;This process is actually easy and FREE.&amp;nbsp; Register your site with the following search engines:&lt;br /&gt;
&lt;ul&gt;&lt;li&gt;Google:&lt;a href="https://www.google.com/webmasters/tools/submit-url" target="_blank"&gt;https://www.google.com/webmasters/tools/submit-url&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Yahoo! Search:&lt;a href="http://www.search.yahoo.com/info/submit.html" target="_blank"&gt; http://www.search.yahoo.com/info/submit.html&lt;br /&gt;
&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Yahoo Directory:&lt;a href="http://dir.yahoo.com/" target="_blank"&gt; http://dir.yahoo.com&lt;br /&gt;
&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;MSN Search/BING:&lt;a href="http://search.msn.com/docs/submit.aspx" target="_blank"&gt; http://search.msn.com/docs/submit.aspx&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;&lt;h3 style="color: #6aa84f;"&gt;&lt;b&gt;&lt;i&gt;&lt;br /&gt;
How to Increase Search Engine Results with Link Building:&lt;/i&gt;&lt;/b&gt;&lt;/h3&gt;Keywords are important, but link building can be even more important to drive up your search results.&amp;nbsp; What is Link Building?&amp;nbsp; This is the process of having other external websites link to your website.&amp;nbsp; Linking has a huge impact on ranking factors.&amp;nbsp; Search engines look at links as a vote of popularity.&amp;nbsp; And the more links (votes) you have to your site, the better!&amp;nbsp; One caveat comes with the statement, more is better.&amp;nbsp; Although generally speaking, the more links the better holds some truth, it is better to be selective on the websites that you link with.&amp;nbsp; One website with a higher Page Rank is better to link with and will have more impact than linking to several websites with low Page Rank.&lt;br /&gt;
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What is Page Rank?&amp;nbsp; PageRank is a link analysis algorithm, used by the Google Internet search &lt;br /&gt;
engine that assigns a numerical weighting to each element of a hyperlinked set of documents, such as the World Wide Web, with the purpose of "measuring" its relative importance within the set. How do I link with other websites?&amp;nbsp; Well, that's the hard part.&amp;nbsp; You can't just automatically have other websites link to your website.&amp;nbsp; You need to ask them!&amp;nbsp; They need to add your link and keywords to their website.&amp;nbsp; So when you do ask, do so in a sincere and human-talk fashion.&lt;br /&gt;
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&lt;span style="color: #e69138;"&gt;&lt;b&gt;Web:&lt;/b&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href="http://www.marketintellisense.com/" style="color: #e69138;"&gt;http://www.marketintellisense.com&lt;/a&gt;&lt;/span&gt;&lt;br /&gt;
&lt;span style="color: #e69138;"&gt;&lt;b&gt;Email:&lt;/b&gt;&amp;nbsp; &lt;a href="mailto:info@marketintellisense.com" style="color: #e69138;"&gt;info@marketintellisense.com&lt;/a&gt;&lt;/span&gt;&lt;br /&gt;
&lt;span style="color: #e69138;"&gt;&lt;b&gt;Phone:&lt;/b&gt; 248.390.4698&lt;/span&gt;&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/491855113912493628-577543440538040308?l=marketintellisense.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://marketintellisense.blogspot.com/feeds/577543440538040308/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://marketintellisense.blogspot.com/2011/12/how-do-i-rank-better-in-google-if-we.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/491855113912493628/posts/default/577543440538040308?v=2'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/491855113912493628/posts/default/577543440538040308?v=2'/><link rel='alternate' type='text/html' href='http://marketintellisense.blogspot.com/2011/12/how-do-i-rank-better-in-google-if-we.html' title=''/><author><name>Market IntelliSense</name><uri>http://www.blogger.com/profile/15312898487621428088</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='28' height='32' src='http://4.bp.blogspot.com/-RECVlYA_KLQ/Ttlz_N0gsuI/AAAAAAAAAAo/qXnzLfTiFKk/s220/market_intellisense_logo_new.png'/></author><thr:total>0</thr:total></entry></feed>