Google printed a brand new documentation web page to assist web sites optimize for generative AI options in Search, together with AI Overviews and AI Mode.
The web page, “Optimizing your web site for generative AI options on Google Search,” expands Google’s prior AI options documentation printed in 2025. The sooner web page explains how AI options work, how inclusion is managed, and the way efficiency is reported. The brand new information focuses extra straight on optimization recommendation and techniques Google says web site house owners can ignore.
Two sections are particularly price highlighting. Google straight names fashionable optimization techniques it says aren’t vital, and it redefines the AEO/GEO dialog as a part of customary search engine marketing.
Google Says AEO And GEO Are ‘Nonetheless search engine marketing’
Google opens by confirming that foundational search engine marketing finest practices stay related for generative AI search. Its AI options are “rooted in our core Search rating and high quality methods” and depend on retrieval-augmented era (RAG) and question fan-out to floor content material from the Search index.
On the terminology debate, Google is direct. It defines “AEO” as “reply engine optimization” and “GEO” as “generative engine optimization,” then states:
“From Google Search’s perspective, optimizing for generative AI search is optimizing for the search expertise, and thus nonetheless search engine marketing.”
This echoes positions Google staff have taken at conferences. Gary Illyes and Cherry Prommawin advised Search Central Stay attendees that GEO and AEO don’t require separate frameworks. The place now seems in Google’s printed documentation, offering an official reference to quote.
What Google Says You Don’t Want To Do
The information features a “Mythbusting generative AI search” part itemizing techniques it calls pointless for Google Search. The information is extra express than Google’s prior AI options web page, notably in naming llms.txt, chunking, inauthentic mentions, and AEO/GEO straight.
The information says web site house owners can ignore the next for Google Search.
On llms.txt information and different “particular” markup, Google says you don’t have to create machine-readable information, AI textual content information, markup, or Markdown to seem in generative AI search. Google could uncover and index many file sorts past HTML, however that doesn’t imply these information obtain particular remedy.
On “chunking” content material, the information says there’s no requirement to interrupt content material into small items for AI methods. Google’s methods “are capable of perceive the nuance of a number of subjects on a web page and present the related piece to customers.” Danny Sullivan made related feedback in January 2026, saying he’d spoken with Google engineers who really useful towards chunking.
On rewriting content material for AI methods, Google says AI methods can perceive synonyms and normal meanings. Website house owners don’t have to seize each long-tail key phrase variation or write in a selected approach for generative AI search.
On in search of inauthentic “mentions,” the information acknowledges that AI options can floor what’s stated about services throughout blogs, movies, and boards. However it says in search of inauthentic mentions “isn’t as useful because it may appear” as a result of core rating methods concentrate on high quality whereas different methods block spam.
On structured information, the information says it isn’t required for generative AI search and there’s no particular schema.org markup so as to add. It recommends persevering with to make use of structured information as a part of an total search engine marketing technique for wealthy outcomes eligibility.
A number of suggestions run counter to recommendation that seems in some AI search optimization guides. A number of GEO sources have promoted chunking and structured information as priorities for AI search visibility.
What Google Says To Focus On
The optimization recommendation follows acquainted search engine marketing territory, although Google contextualizes it for AI options.
Google places specific emphasis on “non-commodity content material.” It contrasts commodity content material (“7 Suggestions for First-Time Homebuyers”) with a non-commodity different (“Why We Waived the Inspection & Saved Cash: A Look Contained in the Sewer Line”). The excellence is whether or not content material offers distinctive perception past widespread data.
On the technical aspect, pages should be listed and eligible for snippets to seem in generative AI options. Google recommends following crawling finest practices, utilizing semantic HTML the place potential, following JavaScript search engine marketing finest practices, offering good web page expertise, and lowering duplicate content material.
Native and ecommerce optimization will get its personal part. Google recommends Service provider Heart feeds and Google Enterprise Profiles for product and native enterprise visibility in AI responses. It additionally mentions Enterprise Agent, a conversational expertise that lets clients chat with manufacturers on Google Search.
Agentic Experiences Get Preliminary Steerage
A brand new part on agentic experiences describes AI brokers as “autonomous methods that may carry out duties on behalf of individuals, corresponding to reserving a reservation or evaluating product specs.”
Google notes that browser brokers could entry web sites by analyzing screenshots, inspecting the DOM, and deciphering the accessibility tree. The information hyperlinks to internet.dev’s information to agent-friendly web site finest practices and references the Common Commerce Protocol (UCP) as an rising protocol that “will permit Search brokers to do extra.”
Google introduced UCP earlier this 12 months, and Vidhya Srinivasan’s annual letter stated it was co-developed with Shopify with greater than 20 firms endorsing it.
Why This Issues
This information provides Google’s most express steering but on what it is best to and shouldn’t do for generative AI options in Search. It consolidates positions that had been beforehand scattered throughout convention talks, podcast appearances, and weblog posts right into a single reference.
The mythbusting part carries essentially the most weight. Google is now telling you in its personal documentation to skip techniques {that a} rising trade of AEO/GEO companies has been selling. That doesn’t settle the talk for non-Google AI platforms like ChatGPT or Perplexity, which can weight indicators otherwise. However for Google’s personal AI options, the steering is now on file.
The agentic experiences part places browser brokers and UCP into Google’s official documentation for web site house owners. The steering is early, and Google frames it as non-obligatory for companies the place agent entry is related.
Wanting Forward
Google’s closing part says you don’t want to perform all the pieces within the doc to succeed. It notes that “loads of content material thrives in Google Search (together with generative AI experiences) with none overt search engine marketing in any respect.”
The agentic experiences steering is labeled as one thing to discover “if that is one thing that’s related to your small business and you’ve got additional time.” That implies Google sees agent optimization as forward-looking reasonably than pressing.
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