Google Search Needs A/B Testing Guidelines

Mar 29, 2018 - 7:45 am 1 by

Google Ab Testing

For years we've been covering questions around how to deal with A/B testing and Google indexing/crawling. Is it cloaking? Can it mess up your indexing? Will it hurt your rankings? All valid questions when you show multiple variations of your web pages to your users (including GoogleBot) just to see which variation has a better conversion rate.

John Mueller of Google addressed the question once again in the AMA he did at Reddit. Here is a summary of his recommendations, including understanding that Google needs to write up a document on this topic.

  • We need to write up some A/B testing guidelines
  • Treat Googlebot the same as any other user-group that you deal with in your testing
  • You shouldn't special-case Googlebot on its own, that would be considered cloaking
  • Sometimes it does fall into one bucket (eg, if you test by locale, or by user-agent hash, or whatnot), that's fine
  • A/B testing should have a limited lifetime
  • The pages should be equivalent (eg, you wouldn't have "A" be an insurance affiliate, and the "B" a cartoon series)
  • If you have separate URLs, make sure to set the canonical to your primary URLs
  • Googlebot doesn't store & replay cookies, so make sure you have a fallback for users without cookies.

Forum discussion at Reddit.

 

Popular Categories

The Pulse of the search community

Search Video Recaps

 
Video Details More Videos Subscribe to Videos

Most Recent Articles

Search Forum Recap

Daily Search Forum Recap: February 17, 2026

Feb 17, 2026 - 10:00 am
Google Search Engine Optimization

Google: Allowing Opting Out Of AI Overviews Is A Huge Engineering Project

Feb 17, 2026 - 7:51 am
Google Ads

Google Ads Recommendations Doc About The Results Tab

Feb 17, 2026 - 7:41 am
Google

Google AI Mode Ask About Feature Now Triggers On Overlay

Feb 17, 2026 - 7:31 am
Google

Google Tests Links In Recipe AI Overviews

Feb 17, 2026 - 7:21 am
Google

Google AI Overviews Have Blue Links Before Click & Gray After Click

Feb 17, 2026 - 7:11 am
 
Previous Story: Google Shows Summaries Of Top Stories In Search