[{"@context":"https:\/\/schema.org\/","@type":"BlogPosting","@id":"https:\/\/informationblogger.com\/googles-approach-to-ai-search-rankings\/#BlogPosting","mainEntityOfPage":"https:\/\/informationblogger.com\/googles-approach-to-ai-search-rankings\/","headline":"How to Understand Hidden AI Changes in New Search","name":"How to Understand Hidden AI Changes in New Search","description":"RankBrain, BERT, MUM, and AI Overviews help Google read queries. Your page still has to answer the question.","datePublished":"2026-10-19","dateModified":"2026-10-19","author":{"@type":"Person","@id":"https:\/\/informationblogger.com\/author\/admin\/#Person","name":"Information Blogger","url":"https:\/\/informationblogger.com\/author\/admin\/","identifier":1,"image":{"@type":"ImageObject","@id":"https:\/\/informationblogger.com\/wp-content\/litespeed\/avatar\/86ed2f87751c4b4cfff9ce3031b0c09e.jpg?ver=1793657363","url":"https:\/\/informationblogger.com\/wp-content\/litespeed\/avatar\/86ed2f87751c4b4cfff9ce3031b0c09e.jpg?ver=1793657363","height":96,"width":96}},"publisher":{"@type":"Organization","logo":{"@type":"ImageObject","@id":"http:\/\/informationblogger.com\/wp-content\/uploads\/2024\/07\/information-blogger-logo.png","url":"http:\/\/informationblogger.com\/wp-content\/uploads\/2024\/07\/information-blogger-logo.png","width":2412,"height":842}},"image":{"@type":"ImageObject","@id":"https:\/\/informationblogger.com\/wp-content\/uploads\/2026\/10\/google-ai-search-rankings.jpg","url":"https:\/\/informationblogger.com\/wp-content\/uploads\/2026\/10\/google-ai-search-rankings.jpg","height":720,"width":1280},"url":"https:\/\/informationblogger.com\/googles-approach-to-ai-search-rankings\/","video":{"@context":"http:\/\/schema.org\/","@type":"VideoObject","@id":"https:\/\/www.youtube.com\/watch?v=hBUuXgR-PSw#VideoObject","contentUrl":"https:\/\/www.youtube.com\/watch?v=hBUuXgR-PSw","name":"AI Websites, Crawling and Search Console updates  (Q1 \u201826)","description":"Catch the latest insights on website performance and SEO in April 2026\u2019s edition of Google Search News! John Mueller shares updates from Google Search, including new Search Console features, guidance for vibe-coded, AI-created websites, crawling resources, and recent Search changes. The episode also highlights helpful Google Trends updates, upcoming Search Central events, and a playful robots.txt project that shows the creative side of the community.\n\nJohn also shout outs several community posts, covering ecommerce SEO, generative information retrieval, SEO and AI, and the role of informational content in the age of LLMs. \n\nIt\u2019s a great roundup for anyone who wants practical updates from Google, useful SEO advice, and a look at the vibrant community contributing ideas and insights across the web.\n\n\ud83d\udd17 Search Console links:\nBranded \u2192 https:\/\/www.linkedin.com\/feed\/update\/urn:li:activity:7437477733468692480\/\nAI Configuration \u2192 https:\/\/developers.google.com\/search\/blog\/2025\/12\/ai-powered-configuration\nWeekly\/Monthly \u2192 https:\/\/www.linkedin.com\/feed\/update\/urn:li:activity:7404446721218437120\/\nSocial profiles \u2192 https:\/\/www.linkedin.com\/feed\/update\/urn:li:activity:7403783212935602177\/ \nPerformance report insights \u2192 https:\/\/www.youtube.com\/watch?v=5LF6SwB5jZ0 \n\n\ud83d\udd17 Vibe coded sites:\nSEO Starter Guide \u2192 https:\/\/developers.google.com\/search\/docs\/fundamentals\/seo-starter-guide\nJavaScript SEO \u2192 https:\/\/developers.google.com\/search\/docs\/crawling-indexing\/javascript\/javascript-seo-basics\nJavaScript SEO videos \u2192 https:\/\/www.youtube.com\/playlist?list=PLKoqnv2vTMUPOalM1zuWDP9OQl851WMM9 \n\n\ud83d\udd17Crawling:\nCrawler site \u2192 https:\/\/developers.google.com\/crawling\/ \nCrawler user-agents \u2192\nhttps:\/\/developers.google.com\/search\/docs\/crawling-indexing\/google-user-triggered-fetchers \nPodcast episode \u2192 Google crawlers behind the scenes\n\n\ud83d\udd17Search:\nShopping \u2192 https:\/\/blog.google\/products\/ads-commerce\/agentic-commerce-ai-tools-protocol-retailers-platforms\/ \n\n\ud83d\udd17Community:\nMJ Cachon \u2192 https:\/\/www.debugbear.com\/blog\/ecommerce-website-seo\nDawn Anderson \u2192 https:\/\/www.womenintechseo.com\/knowledge\/generative-information-retrieval-seo-misinformation\/  \nLily Ray \u2192 https:\/\/lilyraynyc.substack.com\/p\/a-reflection-on-seo-and-ai-search\nAimee Jurenka \u2192 https:\/\/sitebulb.com\/resources\/guides\/the-role-of-informational-content-in-the-age-of-llms\/ \n\n\ud83d\udd17Trends \u2192 https:\/\/blog.google\/products-and-platforms\/products\/search\/google-trends-explore-with-ai\/ \n\ud83d\udd17Events \u2192 https:\/\/developers.google.com\/search\/events \n\ud83d\udd17Robots.txt \u2192 https:\/\/doom.wunsch.dk\/robots.txt \n\nWatch more Google Search News \u2192 https:\/\/goo.gle\/SearchNews\nSubscribe to the Google Search Central YouTube Channel \u2192 https:\/\/goo.gle\/SearchCentral \n\n#GoogleSearch  #SEO #SearchNews\n\nSpeaker: John Mueller\nProducts Mentioned: Search Console","thumbnailUrl":["https:\/\/i.ytimg.com\/vi\/hBUuXgR-PSw\/default.jpg","https:\/\/i.ytimg.com\/vi\/hBUuXgR-PSw\/mqdefault.jpg","https:\/\/i.ytimg.com\/vi\/hBUuXgR-PSw\/hqdefault.jpg","https:\/\/i.ytimg.com\/vi\/hBUuXgR-PSw\/sddefault.jpg"],"uploadDate":"2026-04-14T13:01:22+00:00","duration":"PT7M46S","embedUrl":"https:\/\/www.youtube.com\/embed\/hBUuXgR-PSw","publisher":{"@type":"Organization","@id":"https:\/\/www.youtube.com\/channel\/UCWf2ZlNsCGDS89VBF_awNvA#Organization","url":"https:\/\/www.youtube.com\/channel\/UCWf2ZlNsCGDS89VBF_awNvA","name":"Google Search Central","description":"Welcome to the official Google Search Central YouTube channel (formerly Google Webmasters) where you can find information and tools to help you understand and improve your site in Google Search. Find content on SEO best practices, tutorials on Google products like Search Console, interviews with professionals in the industry, podcast episodes on a wide range of SEO topics, and more!\n\nFor support-related issues with your site in Google Search and Search Console, please visit our Search Central Community.\n","logo":{"url":"https:\/\/yt3.ggpht.com\/ytc\/AIdro_niixYfAQwUBKotAyNsH26el-AUmGVUaLHwMD4fkmwm2lY=s800-c-k-c0x00ffffff-no-rj","width":800,"height":800,"@type":"ImageObject","@id":"https:\/\/www.youtube.com\/watch?v=hBUuXgR-PSw#VideoObject_publisher_logo_ImageObject"}},"potentialAction":{"@type":"SeekToAction","@id":"https:\/\/www.youtube.com\/watch?v=hBUuXgR-PSw#VideoObject_potentialAction","target":"https:\/\/www.youtube.com\/watch?v=hBUuXgR-PSw&t={seek_to_second_number}","startOffset-input":"required name=seek_to_second_number"},"interactionStatistic":[[{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=hBUuXgR-PSw#VideoObject_interactionStatistic_WatchAction","interactionType":{"@type":"WatchAction"},"userInteractionCount":22560}],{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=hBUuXgR-PSw#VideoObject_interactionStatistic_LikeAction","interactionType":{"@type":"LikeAction"},"userInteractionCount":754}]},"about":["AI Search (AEO \/ GEO)","SEO & Digital Marketing"],"wordCount":1094,"keywords":["search rankings"],"articleBody":"How to understand hidden AI changes in new search results is to separate query understanding from the words you still have to write for people.Google uses artificial intelligence in Search to understand queries and pages, not to replace the need for a useful page. RankBrain, BERT, and MUM are systems Google has described publicly. AI Overviews are a way some results are summarized on the results page. Your job is still to answer the question clearly enough that both a person and these systems can tell what the page is about.This explainer is for site owners in the US, Canada, the UK, Australia, and Europe. It sticks to what Google has said these systems do, and to what you can change on your own site.The systems Google has namedRankBrain, introduced in 2015, helps Google interpret queries it has not seen in that exact form. It is one reason a page can rank for a question that never appears verbatim in the text, as long as the page actually covers the idea.BERT, announced in 2019, helps the ranking systems read the context of words. Small words such as \u201cto\u201d and \u201cfor\u201d change meaning. Pages written in normal sentences do better than pages stuffed with keywords in a list.MUM, discussed in 2021, was built to handle complex tasks that used to take several searches, including information in more than one language. You do not optimize for MUM by translating a thin page into ten languages. You cover the task properly in the language you serve.AI Overviews, which grew out of Google\u2019s Search Generative Experience experiments, show a short synthesis above some results. Google has said those appearances are logged in Search Console performance reports in the same family as other search features. A click may land on your page, or the reader may be satisfied by the overview. That is a reason to be the source worth citing: specific, sourced, and easy to quote accurately.What AI ranking does not meanIt does not mean an AI detector score decides your rankings. Google has said it rewards helpful content whether a person or software helped draft it, and it demotes content made only to manipulate rankings. A human editor who adds experience is the difference.It also does not mean you should hide your text from Google\u2019s AI products while hoping to rank. If you want search traffic, the page has to be crawlable. Blocking everyone except a browser makes the page ineligible for the results you want.SystemWhat it helps Google doWhat you should writeRankBrainMatch unfamiliar queries to conceptsCover the idea, not only one exact phraseBERTRead words in contextUse normal sentences and real subheadingsMUMHandle complex, multi-step tasksAnswer the whole task on one strong pageAI OverviewsSummarize a result for some queriesLead with a factual answer and a sourceHow to write a page these systems can usePut the answer in the first paragraph. Follow with H2 sections that match follow-up questions. Use a table when you are comparing. Name the source when you state a date or a rule. For example, if you mention a core update, link to Google\u2019s blog post instead of saying \u201cGoogle\u2019s latest update\u201d with no date.However, do not write for a robot by repeating the keyphrase in every heading. BERT is specifically about understanding language. Awkward repetition reads as manipulation to a person and adds nothing for the model.Also show experience. If you checked Search Console, say which report you opened and what comparison you made. That is harder for a generic summary to copy, and it is what quality raters look for under experience and trust. See how E-E-A-T shows up on a page and what to do after a core update.A current briefing from GoogleGoogle Search News episodes are the closest thing to a primary video source. This one, from the first quarter of 2026, covers AI websites, crawling, and Search Console:Use it as a briefing, then confirm details on Google Search Central. Video titles change. The documentation is the record.What to measureIn Search Console, watch impressions and position for the queries you care about, split by country. An AI Overview can raise impressions and lower click-through at the same time. That pattern is different from a core update that drops your position from page one to page three. Treat them as separate problems.In addition, keep the page updated when the underlying fact changes. An article that still says a 2024 update is \u201crolling out now\u201d teaches both readers and ranking systems that the page is stale.A monthly check that stays under an hourOpen Search Console and export the queries that gained impressions while losing clicks. Read three of those pages and ask whether the first paragraph is the sentence an overview could quote. If it is vague, rewrite that paragraph with the fact, the date, and the limit of the advice.Then look at country filters for the United States, the United Kingdom, Canada, and Australia. A page that answers a US tax question in passing will not help a UK reader, and an AI summary may prefer a local page. Split those topics instead of adding another country name to the same paragraph. In Europe, the same rule applies: name the country whose rule you are describing.Finally, keep one internal link to a deeper guide and one external link to the original source. That pattern gives a reader a next step and gives ranking systems a page that is about something specific. Do this once a month, not every morning an update rumor appears.Questions about AI and Google rankingsDoes Google ban AI-written articles?Google\u2019s public position is about usefulness and manipulation, not about which software opened the file. Mass-produced pages that exist only to rank are the problem.Will AI Overviews remove the need for my page?For some simple questions, fewer people click. Pages that add steps, local detail, or a sourced comparison still earn the click. Be that page.Should I add the words RankBrain or BERT to every post?No. Mention them when you are explaining how Search works. On a normal article, write a clear answer and use descriptive headings.Does this differ in Europe?The ranking systems are global. Extra rules on data protection and on what you may claim in ads are local. Your content still has to be accurate for the country you are addressing.{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"Does Google ban AI-written articles?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Google's public position is about usefulness and manipulation, not which software opened the file. Mass-produced pages that exist only to rank are the problem.\"}},{\"@type\":\"Question\",\"name\":\"Will AI Overviews remove the need for my page?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"For some simple questions, fewer people click. Pages with steps, local detail, or a sourced comparison still earn the click.\"}},{\"@type\":\"Question\",\"name\":\"Should I add RankBrain or BERT to every post?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"No. Mention them when explaining how Search works. On a normal article, write a clear answer and use descriptive headings.\"}},{\"@type\":\"Question\",\"name\":\"Does AI in Google Search work differently in Europe?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"The ranking systems are global. Local rules on data protection and advertising claims still apply to what you publish.\"}}]}"},{"@context":"https:\/\/schema.org\/","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"How to Understand Hidden AI Changes in New Search","item":"https:\/\/informationblogger.com\/googles-approach-to-ai-search-rankings\/#breadcrumbitem"}]}]