Search Engine Land
  • SEO
    • > All SEO
    • > What Is SEO?
    • > SEO Periodic Table
    • > Google: SEO
    • > Bing SEO
    • > Google Algorithm Updates
  • PPC
    • > All PPC
    • > What is PPC?
    • > Google Ads
    • > Microsoft Ads
    • > The Periodic Tables of PPC
  • Focuses
    • > Local
    • > Commerce
    • > Shopify SEO Guide
    • > Content
    • > Email Marketing Periodic Table
    • > Social Media Marketing
    • > Analytics
    • > Search Engine Land Awards
    • > All Focuses
  • SMX
  • Webinars
  • Intelligence Reports
  • White Papers
  • About
    • > About Search Engine Land
    • > Newsletter
    • > Third Door Media
    • > Advertise

Processing...Please wait.

Search Engine Land » Channel » SEO » Google uses RankBrain for every search, impacts rankings of “lots” of them

Google uses RankBrain for every search, impacts rankings of “lots” of them

Last year, RankBrain was used for less than 15% of queries. Now Google's confidence has increased enough that it's used all the time.

Danny Sullivan on June 23, 2016 at 12:42 pm

google-brain-ai-rankbrain1-ss-1920

Google is now using its RankBrain machine learning system to process every query that the search engine handles, and the system is changing the rankings of lots of queries.

The news emerged this week as part of Steven Levy’s Backchannel story about machine learning efforts at Google. From the story, in regard to RankBrain:

Google is characteristically fuzzy on exactly how it improves search (something to do with the long tail? Better interpretation of ambiguous requests?) but Dean says that RankBrain is “involved in every query,” and affects the actual rankings “probably not in every query but in a lot of queries.”

What’s more, it’s hugely effective. Of the hundreds of “signals” Google search uses when it calculates its rankings (a signal might be the user’s geographical location, or whether the headline on a page matches the text in the query), RankBrain is now rated as the third most useful.

We’ve already heard before that RankBrain is considered the most useful search ranking signal, behind content and links. But prior to this, Google had only said publicly last October that RankBrain was used to process a “large fraction” of 15 percent of the searches it had never seen before.

In short: Google’s clearly become so confident in RankBrain’s mysterious capabilities that it’s now used to help with every query that the search engine handles, more than two trillion per year.

What RankBrain may be doing

What’s not happening is that RankBrain actually changes the rankings of search results for all those queries, but rather for “a lot” of them, as stated. How can that be?

That fits in with what we’ve understood about RankBrain: it seems largely used as a query refinement tool. Google seems to be using it now for every search to better understand what that search is about. After that, another aspect of RankBrain might influence what results actually appear and in what order, but not always.

Imagine that RankBrain sees a search for “best flower shop in Los Angeles.” It might understand that this is similar to another search that’s perhaps more popular, such as “best LA flower shops.” If so, it might then simply translate the first search behind the scenes into the second one. It would do that because for a more popular search, Google has much more user data that helps it feel more confident about the quality of the results.

In the end, RankBrain did change the ranking of those results. But it did that simply because it triggered a different search, not because it used some special ranking factor to influence which exact listing appeared in what order.

Having said that, Google has said that RankBrain also is used as an actual ranking signal, repeating that yesterday at our SMX Advanced show.

For the SEO and search marketers worried about what they should do now that RankBrain has ramped up, the answer remains the same: nothing, but focus on great content. Even people at Google don’t quite understand how RankBrain does what it does, we’ve been told. Honest. But it’s ultimately designed to reward great content. So focus on that, which has always been the case with SEO, and you’re on the right track.

And to understand more about RankBrain, see our FAQ: All About The New Google RankBrain Algorithm article.


Opinions expressed in this article are those of the guest author and not necessarily Search Engine Land. Staff authors are listed here.


New on Search Engine Land

    The latest jobs in search marketing
    3 content marketing strategies to support SEO success
    Google Analytics 4 guide for PPC
    SEO reporting to impress: How to successfully report your SEO process, efforts and result
    9 ways to become an SEO problem-solver

About The Author

Danny Sullivan
Danny Sullivan was a journalist and analyst who covered the digital and search marketing space from 1996 through 2017. He was also a cofounder of Third Door Media, which publishes Search Engine Land and MarTech, and produces the SMX: Search Marketing Expo and MarTech events. He retired from journalism and Third Door Media in June 2017. You can learn more about him on his personal site & blog He can also be found on Facebook and Twitter.

Related Topics

GoogleSEO

Get the daily newsletter search marketers rely on.

Processing...Please wait.

See terms.

ATTEND OUR EVENTS The SMX Conference logo.

Learn actionable search marketing tactics that can help you drive more traffic, leads, and revenue.

March 8-9, 2022: Master Classes (virtual)

June 14-15, 2022: SMX Advanced (virtual)

November 15-16, 2022: SMX Next (virtual)

Learn More About Our SMX Events

The MarTech Conference logo.

Discover time-saving technologies and actionable tactics that can help you overcome crucial marketing challenges.

Start Discovering Now: Spring (virtual)

September 28-29, 2022: Fall (virtual)

Learn More About Our MarTech Events
Webinars

Benchmark Your Social Media Performance For a Competitive Edge

Take a Crawl, Walk, Run Approach to Multi-Channel ABM

Content Comes First: Transform Your Operations With DAM

See More Webinars
Intelligence Reports

Enterprise SEO Platforms: A Marketer’s Guide

Enterprise Identity Resolution Platforms

Email Marketing Platforms: A Marketer’s Guide

Enterprise Sales Enablement Platforms: A Marketer’s Guide

Enterprise Digital Experience Platforms: A Marketer’s Guide

Enterprise Call Analytics Platforms: A Marketer’s Guide

See More Intelligence Reports
White Papers

The State of Influencer Pricing

How to Measure Influencer Performance

Reputation Management For Healthcare Organizations

Unlock the App Marketing Potential of QR Codes

Realising the power of virtual events for demand generation

See More Whitepapers

Receive daily search news and analysis.

Processing...Please wait.

Topics

  • SEO
  • PPC

Our Events

  • Search Marketing Expo - SMX
  • MarTech

About

  • About Us
  • Contact
  • Privacy
  • Marketing Opportunities
  • Staff

Follow Us

  • Facebook
  • Twitter
  • LinkedIn
  • Newsletters
  • RSS
  • Youtube

© 2022 Third Door Media, Inc. All rights reserved.