{"id":11943,"date":"2026-07-19T11:55:34","date_gmt":"2026-07-19T03:55:34","guid":{"rendered":"http:\/\/longzhuplatform.com\/?p=11943"},"modified":"2026-07-19T11:55:34","modified_gmt":"2026-07-19T03:55:34","slug":"google-significant-differences-with-a-b-tests-can-show-in-search-results","status":"publish","type":"post","link":"http:\/\/longzhuplatform.com\/?p=11943","title":{"rendered":"Google: Significant Differences With A\/B Tests Can Show In Search Results"},"content":{"rendered":"<p><\/p> <div> <p><img decoding=\"async\" src=\"https:\/\/images.seroundtable.com\/google-ab-test-hero-EpLgC6IZ.jpg\" style=\"max-width:100%\" alt=\"Google Ab Test Hero\" title=\"Google: Significant Differences With A\/B Tests Can Show In Search Results\u63d2\u56fe\" \/><\/p> <p>Google&#8217;s John Mueller noted that if your A\/B tests are &#8220;significantly different&#8221; from one and the other, then that &#8220;could be visible in search results too.&#8221; He also said, &#8220;Depending on your setup, what might happen is that one or the other version is used for indexing.&#8221;<\/p> <p>He posted this on Bluesky when he was asked the following question:<\/p> <blockquote><p>As Google&#8217;s A\/B testing guide suggests to avoid running same A\/B test for long durations, I was wondering how does Google handle long term holdouts (eg. 10% for 6-12 months), especially for a large scale marketplace with 10s of millions of crawls to similar amount of pages.<\/p><\/blockquote> <p>John Mueller replied:<\/p> <blockquote><p>Depending on your setup, what might happen is that one or the other version is used for indexing. If they&#8217;re close enough, probably that doesn&#8217;t matter. If they&#8217;re significantly different, that could be visible in search results too.<\/p><\/blockquote> <p>The follow up question was:<\/p> <blockquote><p>What if it&#8217;s fully different like a redesigned page, and since Googlebot is getting alternative versions with each crawl (sometimes in a day). Can that rapid change in core HTML structure cause issues with indexing and lead to Google potentially dropping the pages from index?<\/p><\/blockquote> <p>John responsed:<\/p> <blockquote><p>We&#8217;d take the content into account the way that we crawl it for indexing. There&#8217;s no (as far as I know) &#8220;penalty&#8221; or &#8220;demotion&#8221; for having varying content (lots of sites have that), but it can make it harder for you to debug &amp; monitor if the content constantly changes.<\/p><\/blockquote> <p>Now, Google has an official A\/B Testing best practices guide that does say &#8220;Small changes, such as the size, color, or placement of a button or image, or the text of your &#8220;call to action&#8221; (&#8220;Add to cart&#8221; vs. &#8220;Buy now!&#8221;), can have a surprising impact on users&#8217; interactions with your page, but often have little or no impact on that page&#8217;s search result snippet or ranking.&#8221;<\/p> <p>Google set up that document in 2022 after giving advice on the topic for years on A\/B testing, in blog posts and on videos. Google felt it needed an A\/B testing guide and made one.<\/p> <p>That being said, if you do plan doing A\/B testing and you care about Google Search and SEO, check out Google&#8217;s official guide.<\/p> <p>Forum discussion at Bluesky.<\/p> <\/p><\/div> <p>#Google #Significant #Differences #Tests #Show #Search #Results1784433334<\/p> ","protected":false},"excerpt":{"rendered":"<p>Google&#8217;s John Mueller noted that if your A\/B tests are &#8220;significantly different&#8221; from one and the other, then that &#8220;could be visible in search results too.&#8221; He also said, &#8220;Depending on your setup, what might happen is that one or the other version is used for indexing.&#8221; He posted this on Bluesky when he was [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":11944,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[47177,75,308,95,457,6527,1706],"class_list":["post-11943","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-careers","tag-differences","tag-google","tag-results","tag-search","tag-show","tag-significant","tag-tests"],"acf":[],"_links":{"self":[{"href":"http:\/\/longzhuplatform.com\/index.php?rest_route=\/wp\/v2\/posts\/11943","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/longzhuplatform.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/longzhuplatform.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/longzhuplatform.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/longzhuplatform.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=11943"}],"version-history":[{"count":0,"href":"http:\/\/longzhuplatform.com\/index.php?rest_route=\/wp\/v2\/posts\/11943\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/longzhuplatform.com\/index.php?rest_route=\/wp\/v2\/media\/11944"}],"wp:attachment":[{"href":"http:\/\/longzhuplatform.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=11943"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/longzhuplatform.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=11943"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/longzhuplatform.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=11943"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}