Think Like Google with AdSense 
				 
				A conversation with my son Matt confirmed my 
				suspicion. The Google AdSense ads I recently installed on this 
				website are actually giving me an insight into what the Google 
				search engine spider cherry-picks from of my web page content. 
				 
				It's not hard to imagine: AdSense ads are context sensitive. 
				They exist as scripts on the web page. In order to be context 
				sensitive, the script must initiate an indexing when the page is 
				opened and refreshed. 
				 
				Is there any reason to think that the indexing process performed 
				by Google AdSense would be different from the process used by 
				Google the search engine? None I can think of. Both indexing 
				processes need to do the same job: extract core meaning from a 
				page and compare it to a database. 
				 
				In AdSense, the database contains paid ads waiting for a 
				relevancy match. In search, the database holds keywords. But the 
				meaning extracted from the web page could easily be identical. 
				 
				Therefore, one might get a peek into the Google indexing 
				algorithm by reviewing a series of web pages which display 
				AdSense ads, and studying the ad content. 
				 
				Studying AdSense Relevancy on Poingo.com 
				 
				I studied the 30 or so pages on this site and checked the 
				AdSense ads on each page for relevancy to the page content. 
				Results were quite interesting. 
				 
				The site contains a number of pages which present the features 
				of various software or service offerings. Verbiage on these 
				pages tends to be sparse and oriented toward key concepts. 
				 
				On these product presentation pages, AdSense did a great job of 
				extracting meaning. 
				 
				For example, the page offering Poingo Email Printer, software 
				which creates PDFs, was accompanied by AdSense ads which all 
				pertained to PDF conversion. Text on the page was minimal, but 
				the page title contained "create PDF", there were 3 keywords 
				metatags containing "PDF", and the first paragraph contained 
				"convert PDF" in bold. 
				 
				From an indexing standpoint the page spoon-fed meaning to 
				Google, and obviously there was a wellspring of PDF software 
				advertisers for Google to find in its database. A match (or five 
				matches to be exact) made in heaven! 
				 
				Similarly, pages offering FTP software and an Outlook add-in 
				received highly relevant companion ads. Again, words on the page 
				were sparse, but page title and paragraph text contained the 
				obvious words FTP and Outlook respectively, and Google AdSense 
				took the bait like a trout succumbing to Robert Redford. 
				 
				The three pages mentioned above offered essentially single 
				concept offerings. PDF. FTP. Outlook. No confusing multiple 
				choices. 
				 
				When analyzing the page which offers Lightning Navigator, hotkey 
				shortcut software with multiple features, AdSense picked one 
				feature, screen capture, to orient 3 of the 5 the companion ads. 
				 
				Interestingly, screen capture is listed seventh on the list of 
				product features. It follows six other features which were all 
				keyword-optimized but ignored by AdSense. 
				 
				From previous research, I recall that keywords pertaining to 
				screen capture such as "print screen", "screen shot", and 
				"screen grab" receive many more clicks per day than other 
				features such as "automatically create email" and "internet 
				shortcut". 
				 
				Apparently in this example, AdSense was quickly able to select 
				the key concept for which it had the most ads to apply, and then 
				threw most of its ad eggs in this basket. 
				 
				Interaction between page and AdSense now becomes more 
				interesting. Inventory of relevant advertisers becomes a factor 
				in selecting key concept. That makes sense. You can't post an ad 
				if it's not in the queue. 
				 
				The non-screen capture ads on the Lightning Navigator page are 
				as follows:  
				1 for shortcuts (highly relevant) 
				1 for surveillance equipment (huh??) 
				 
				I have no doubt that there is a reason the surveillance 
				equipment ad appeared, but it was not visible to me in the text 
				of my page, the ad itself, or the page to which the ad linked.
				 
				 
				Mysteries abound in the "second-guess-the-Google-algo" world. 
				 
				If your eyes are not bleary yet, stick around. There is more to 
				tell. 
				 
				AdSense Relevancy for Articles 
				 
				A sizeable portion of the Poingo website is the article section. 
				Here I publish articles about small business and people, 
				processes and technology in the workplace. 
				 
				Rebelliously, these articles were written without use of a 
				keyword suggestion tool! They are written in 100% non keyword 
				optimized English. What did Adsense do with these verbose, 
				intellectual, index-elusive rants? 
				 
				To appear scientific - after all, somebody might actually read 
				this - I developed a down-and-dirty rating scale. First I 
				counted the number of relevant ads (of 5 total) per page, then I 
				multiplied it by a subjective relevancy score scaled 1 through 
				5, where 5 is "frickin' good" and 1 is "obscure at best." 
				 
				To maintain consistent subjectivity, all ratings were performed 
				after morning coffee and on non-bill-paying days. 
				 
				A page score of 25 (5 ads x relevancy score of 5) would be a top 
				score ("AdSense, you're seeing into my very soul") and 0 would 
				be ("We never talk anymore, You don't even know me(sniff)"). 
				 
				Here is the scoring: 
				 
				 Results of AdSense Relevancy Study 
				 
				AdSense scored an average of 10.5 out of a possible 25 on these 
				illuminating, erudite but non optimized articles. Yet in 7 
				articles out of 20, Google scored the coveted "frickin' good" 
				appellation. Google "understood" 35% of the articles with high 
				accuracy. 
				 
				Beyond that, there was a chasm of irreconcilable 
				misunderstandings leading ultimately to the vacuum of deep 
				space. What does it mean to us little folk waving our flags and 
				trying to get noticed on the web? 
				 
				Keep your message simple and clean, boiled down to one or two 
				key concepts on a page. The spiders want to understand us but 
				they are kinda dumb. At least that's what Matt says.  
				
				
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