Do you need GEO, special AI markup or AI-only pages?
No. Google says optimizing for its AI features is still SEO, that no special files, AI text files or schema are required, and that you don't need to split content into chunks or write differently for AI. Bing says GEO can't guarantee citations. Spend the effort on clear, original pages and accurate listings.
The short version
- Google says optimizing for its AI features “is optimizing for the search experience, and thus still SEO.”
- No llms.txt, AI text file or special schema is needed for Google’s AI features.
- Google says there’s no need to chop pages into small chunks or write a special way for AI.
- Google’s and Bing’s spam rules now cover attempts to manipulate AI answers.
- Nobody can sell you a guaranteed place in an AI answer.
Which claims are myths, and what do the official docs say?
In May 2026 Google published a guide to optimizing for generative AI features with a section answering these claims directly. Here’s how the common ones stand, as of October 31, 2026.
| Claim you’ll hear | What the official source says |
|---|---|
| “You need GEO or AEO, not SEO.” | Google: optimizing for generative AI search “is optimizing for the search experience, and thus still SEO.” |
| “You need an llms.txt file.” | Google added in June 2026 that these files aren’t needed for Google Search and neither help nor hurt it. |
| “You need special AI schema.” | Google: “Structured data isn’t required for generative AI search,” and there’s no special schema.org markup to add. |
| “Break content into small chunks for AI.” | Google: “There’s no requirement to break your content into tiny pieces for AI to better understand it.” |
| “Rewrite everything for AI.” | Google: “You don’t need to write in a specific way just for generative AI search.” |
| “Get mentioned on lots of sites, any way you can.” | Google says seeking inauthentic mentions “isn’t as helpful as it might seem.” |
| “We guarantee AI citations.” | Bing’s guidelines say GEO doesn’t guarantee citations, just as SEO doesn’t guarantee rankings. |
Sources: Google’s AI optimization guide and documentation updates; Bing’s guidelines as reported by Search Engine Journal.
Google’s older AI features page says the same in fewer words: “You don’t need to create new machine readable files, AI text files, or markup to appear in these features.”
What about llms.txt for other tools?
Google says you can keep an llms.txt file for other services that use it. It’s harmless, and our answer on what llms.txt is explains it. Just don’t expect it to change much on its own.
What about schema?
Google still recommends structured data because it helps pages qualify for rich results in Search. That’s a separate benefit from AI answers. Our schema guide on what schema can and can’t do explains the difference.
What does work, then?
The same guide’s main advice is “non-commodity” content: a point of view based on your own experience, not a summary of what others already said. Add the basics that let any tool read and trust you:
- Crawlers allowed, and pages indexed in Google and Bing. See AI crawler rules.
- Pages that answer real customer questions. See which questions deserve a page.
- One consistent identity across your site and listings. See helping AI tell you apart.
- A complete Google Business Profile with genuine reviews. See the Google Business Profile guide.
Why is there so much bad advice?
AI search is new, and new things attract sellers. Some advice was reasonable guesswork in 2024 and hasn’t been updated now that Google and Bing have published guidance. Some is simply a way to sell a package. A useful test: ask the seller which official page backs the claim. If they can’t point to one, be careful.
Which “AI tactics” can actually hurt?
- Mass-produced pages. Google’s spam policies describe scaled content abuse as “when many pages are generated for the primary purpose of manipulating search rankings,” and Google clarified in 2026 that its spam policies cover attempts to manipulate generative AI responses too.
- Hidden instructions aimed at AI. Bing’s updated guidelines added a section on “prompt injection and AI manipulation.”
- Text stuffed with phrases to trigger citations. Bing renamed its keyword stuffing rule to cover “artificially engineered language.”
- Fake reviews or fake mentions. Faking signals like these to manipulate results breaks Google’s and Bing’s rules. In the US, fake reviews and testimonials are also covered by the FTC’s Consumer Reviews and Testimonials Rule.
What if I’ve already paid for an “AI SEO” package?
Ask for a list of what was changed on your site and why, with sources. Keep anything that made pages clearer or fixed facts. Then look at each remaining change on its own. Text hidden to manipulate search or AI, and pages produced in bulk mainly to game rankings, should go. Ordinary hidden interface text, such as a menu or a collapsed FAQ, and content reused on purpose, such as a shared footer, aren’t spam by themselves. Back up the site and agree the list before removing anything. Then measure with the free reports in our guide to checking AI citations, not with the seller’s dashboard alone.
How much does it cost, and how long does it take?
Skipping the myths saves money. The real work, clear pages and accurate listings, takes ongoing time rather than a one-off fee, and results build over months.
How does E-3 handle this?
We work from the official guidance and cite it. Our SEO and AI search service doesn’t sell guaranteed AI placement, because nobody can deliver it.
Related questions
Sources
- Optimizing your website for generative AI features on Google Search (Google Search Central)
- AI features and your website (Google Search Central)
- Latest Google Search documentation updates (Google Search Central)
- Spam policies for Google web search (Google Search Central)
- Bing adds GEO to official guidelines, expands AI abuse definitions (Search Engine Journal, February 27, 2026)
- The Consumer Reviews and Testimonials Rule: Questions and Answers (FTC)
Next step
- AI visibility: the complete guideEvery guide in this topic, in order.
- Free website checkPublic checks on your own site, then an action plan of what to fix first.
Still stuck? Ask E-3 for an answer from our help guides.
Rather we handled ai visibility for you?
It’s part of what we do every week for small businesses, as part of seo and ai search. Start with a free check of your site and profile, or call and ask.