Algorithms Alone Won't Cut It: Human Powered Search is Coming

May 29, 2008 - 10:14 am 1 by

At Search Engine Land, Danny Sullivan discusses how search 4.0 will integrate human elements and that editorial decisions will help keep the freshness and relevancy of results. (In case you were wondering, search 1.0 from '96 used on-the-page criteria, search 2.0 from '98 used off-the-page criteria, and search 3.0 from 2007 included universal search).

But times are changing. Google Personalized Search is already incorporating our preferences in search results. Social networks can be tapped into for some personalized results. Mahalo uses human editors, as does Wikia. It's something that we're likely to see more of in the upcoming months.

Is Search 4.0 today's reality, though? The Sphinn discussion suggests that Danny is a bit early in his assessment. It's coming, but it's not yet here. (Still, Danny's pretty darn good at what he predicts in terms of search, so I think the column is timely.) On that note, I don't think Danny intended to say it's here now (we know it isn't), but that he's all ready to coin the phrase "search 4.0" to mean human powered search.

Gary Price mentions that library and academic tools have been human-powered for years. Gary has a point, but these aren't as mainstream as Google. I believe that the interesting part of this all is that Google is taking that direction to keep its results top notch (and to avoid gaming).

Forum discussion continues at Sphinn.

 

Popular Categories

The Pulse of the search community

Google Search Volatility

More Details

Search Video Recaps

 
Video Details More Videos Subscribe to Videos

Most Recent Articles

Google

Google AI Overviews Pushing Searchers Into AI Mode, Drops Show More Button

Aug 28, 2026 - 1:30 pm
Search Forum Recap

Daily Search Forum Recap: August 28, 2026

Aug 28, 2026 - 10:00 am
Search Video Recaps

Search News Buzz Video Recap: Google GoTo Parameter Fight, PDFs Go Missing In Google, SEO For AI Responses & Google and Microsoft Ads News

Aug 28, 2026 - 8:01 am
Google Ads

Google Ads Book Buttons Expand To Search & Performance Max

Aug 28, 2026 - 7:51 am
Google Search Engine Optimization

Google Announces Search Updates For Transparency, Actionable Updates Get Blog Posts

Aug 28, 2026 - 7:41 am
Google

Google Preferred Sources, Tailor Your Feed & Search Profiles Are Different

Aug 28, 2026 - 7:31 am
 
Previous Story: Google Audio Ad Quirks