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	<title>marketingfan.com &#187; bill slawski</title>
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		<title>Death of the SEO Copywriters &#8211; Spam Detection with Phrase Based Information Retrieval</title>
		<link>http://www.marketingfan.com/death-of-the-seo-copywriters-spam-detection-with-phrase-based-information-retrieval</link>
		<comments>http://www.marketingfan.com/death-of-the-seo-copywriters-spam-detection-with-phrase-based-information-retrieval#comments</comments>
		<pubDate>Wed, 30 Nov -0001 00:00:00 +0000</pubDate>
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				<category><![CDATA[bill slawski]]></category>
		<category><![CDATA[keyword stuffing]]></category>
		<category><![CDATA[research]]></category>
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		<description><![CDATA[<p><a href="http://www.marketingfan.com/death-of-the-seo-copywriters-spam-detection-with-phrase-based-information-retrieval">Death of the SEO Copywriters &#8211; Spam Detection with Phrase Based Information Retrieval</a><br/><br/>By <a href="http://www.marketingfan.com">Marketingfan.com Internet Markting Blog</a></p>
Bill Slawski explains a recent patent explaining why spammy pages and low quality content goes to supplemental index recently a lot more often...]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.marketingfan.com/death-of-the-seo-copywriters-spam-detection-with-phrase-based-information-retrieval">Death of the <span class="caps">SEO</span> Copywriters &#8211; Spam Detection with Phrase Based Information Retrieval</a><br/><br/>By <a href="http://www.marketingfan.com">Marketingfan.com Internet Markting Blog</a></p>
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		</div>Bill Slawski of <span class="caps">SEO</span>bytheSea has a <a href="http://www.seobythesea.com/?p=413">great post up</a> explaining a concept of how search engines (Google, man!) do a phrase based analysis &#8211; of your content to assign quality measures to it and possibly put it into the wastebasket or at least supplemental index.

<p>The idea is that quality documents have a different co-occurrence of certain phrases (&#8220;money-words&#8221;) than spammy or low quality articles you bought for two dollars each from that low-quality writer in India recently who wasn&#8217;t even aware of how to use Word properly, not to speak about creating quality content&#8230; </p>

<p>Certainly a &#8220;SEOed&#8221; article around a phrase, let&#8217;s say &#8220;President of the united states&#8221; would use that term in all variations, word order and such.</p>

<p>A quality article really talking about the President of the united states would probably mention other &#8220;unimportant&#8221; things like names of past presidents, non-important things like amorous adventures, hollywood careers or other generally bad habits of those big guys that nobody would place an Adwords bid on for example.</p>

<p>The search engines just create a <b>co-occurance matrix</b> for all phrases in the document and match those statistics against other quality documents.</p>

<p><blockquote><br />
From the foregoing, the number of the related phrases present in a given document will be known. A normal, non-spam document will generally have a relatively limited number of related phrases, typically on the order of between 8 and 20, depending on the document collection. By contrast, a <b>spam document</b> will have an excessive number of related phrases, for example on the order of between <b>100 and 1000 related phrases</b>. Thus, the present invention takes advantage of this discovery by identifying as spam documents those documents that have a statistically significant deviation in the number of related phrases relative to an expected number of related phrases for documents in the document collection.<br />
</blockquote></p>

<p>So short &#8211; that patent and the wonderful clear exlpanation by Bill outlines pretty well, that Google &#038; co DO have the means and technology to judge on content quality &#8230;</p>

<p>and that is the death for all <span class="caps">SEO </span>&#8220;copywriters&#8221; just focussing on keyword density, repetition and keyword stuffing.</p>


<p>What does that mean for you if you <span class="caps">HIRE </span>a writer for creating content?</p>

<p>DO <span class="caps">NOT </span>overdo your specifications concerning keyword phrases to use!</p>

<p>Especially in the last months I have seen content rank <span class="caps">GREAT </span>on Google (if on the right domains) for <b>related phrases</b> versus phrases that were really used in the content&#8230; you don&#8217;t need to have an exact mention of a keyword phrase for it to be found on Google anymore!</p>

<p><span class="caps">NO, </span>it could even harm you nowadays &#8211; that&#8217;s the next phase of overoptimization penalties &#8211; create good, natural content and <span class="caps">RANK</span>!</p><div class="tweetthis" style="text-align:left;"><p> <a class="tt" href="http://twitter.com/intent/tweet?text=Death+of+the+SEO+Copywriters+%E2%80%93+Spam+Detection+with+Phrase+Based+Information+Retrieval+http%3A%2F%2Fmarketingfan.com%2F%3Fp%3D1217" title="Post to Twitter"><img class="nothumb" src="http://www.marketingfan.com/wp-content/plugins/tweet-this/icons/en/twitter/tt-twitter-big4.png" alt="Post to Twitter" /></a> <a class="tt" href="http://delicious.com/post?url=http://www.marketingfan.com/death-of-the-seo-copywriters-spam-detection-with-phrase-based-information-retrieval&amp;title=Death+of+the+SEO+Copywriters+%E2%80%93+Spam+Detection+with+Phrase+Based+Information+Retrieval" title="Post to Delicious"><img class="nothumb" src="http://www.marketingfan.com/wp-content/plugins/tweet-this/icons/en/delicious/tt-delicious-big4.png" alt="Post to Delicious" /></a> <a class="tt" href="http://delicious.com/post?url=http://www.marketingfan.com/death-of-the-seo-copywriters-spam-detection-with-phrase-based-information-retrieval&amp;title=Death+of+the+SEO+Copywriters+%E2%80%93+Spam+Detection+with+Phrase+Based+Information+Retrieval" title="Post to Delicious">Post to Delicious</a> <a class="tt" href="http://reddit.com/submit?url=http://www.marketingfan.com/death-of-the-seo-copywriters-spam-detection-with-phrase-based-information-retrieval&amp;title=Death+of+the+SEO+Copywriters+%E2%80%93+Spam+Detection+with+Phrase+Based+Information+Retrieval" title="Post to Reddit"><img class="nothumb" src="http://www.marketingfan.com/wp-content/plugins/tweet-this/icons/en/reddit/tt-reddit-big4.png" alt="Post to Reddit" /></a> <a class="tt" href="http://reddit.com/submit?url=http://www.marketingfan.com/death-of-the-seo-copywriters-spam-detection-with-phrase-based-information-retrieval&amp;title=Death+of+the+SEO+Copywriters+%E2%80%93+Spam+Detection+with+Phrase+Based+Information+Retrieval" title="Post to Reddit">Post to Reddit</a> <a class="tt" href="http://stumbleupon.com/submit?url=http://www.marketingfan.com/death-of-the-seo-copywriters-spam-detection-with-phrase-based-information-retrieval&amp;title=Death+of+the+SEO+Copywriters+%E2%80%93+Spam+Detection+with+Phrase+Based+Information+Retrieval" title="Post to StumbleUpon"><img class="nothumb" src="http://www.marketingfan.com/wp-content/plugins/tweet-this/icons/en/su/tt-su-big4.png" alt="Post to StumbleUpon" /></a> <a class="tt" href="http://stumbleupon.com/submit?url=http://www.marketingfan.com/death-of-the-seo-copywriters-spam-detection-with-phrase-based-information-retrieval&amp;title=Death+of+the+SEO+Copywriters+%E2%80%93+Spam+Detection+with+Phrase+Based+Information+Retrieval" title="Post to StumbleUpon">Stumble This Post</a></p></div>]]></content:encoded>
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