Google published official guidance for site owners on AI Overviews and AI Mode. Most of the AEO industry should read it twice, because it quietly deletes a large share of what gets sold as "AI optimization."
Short answer
Google states there are "no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary." No secret markup. No AI text files. No hack. Pages must be indexed, snippet-eligible, and genuinely useful — the same fundamentals search has always rewarded. What changed is not the inputs. It's the surface: answers now name a handful of businesses instead of listing ten links. AEO and GEO are not replacements for SEO. They are visibility layers that sit on top of it — and they only work when the foundation is sound.
What Google actually says
The guidance is short and unusually direct. The load-bearing points:
- No special requirements. "There are no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary."
- No new files or markup. "You don't need to create new machine readable files, AI text files, or markup to appear in these features."
- Standard eligibility. A page must be indexed and eligible to appear in Google Search with a snippet — the ordinary technical requirements.
- Structured data must match. Google's one markup note is telling: make sure structured data matches the visible text on the page. Clarification, not decoration.
- The fundamentals list. Allow crawling. Publish helpful, reliable, people-first content. Deliver a strong page experience. Keep important content textual. Keep your Business Profile current.
That last item deserves a highlight for local businesses: Google names Business Profile maintenance in its AI-features guidance. Your GBP is feeding the AI surface, not just the map.
Why this collapses the hype
An industry formed fast around AI search, and much of its sales language depends on the idea that AI visibility is a separate discipline with separate tricks — llms.txt files that engines don't commit to reading, "AI-optimized" markup that doesn't exist, prompt-stuffing schemes that don't survive contact with how retrieval works.
Google's guidance removes the mystery. If a tactic doesn't make a page more useful, more accessible, or more clearly structured, it isn't AEO. It's theater.
That doesn't mean nothing changed. It means the wrong thing gets sold as the change.
What actually changed: the surface, not the fundamentals
Classic search showed ten links and let the buyer sort it out. AI surfaces — Overviews, AI Mode, ChatGPT, Perplexity, Gemini — compress that into an answer that names two or three businesses and moves on.
The math of that compression is brutal for whoever isn't named. A page-two ranking used to mean less traffic. Absence from a generated answer means zero presence in the moment a buyer asks. Ranking and being recommended are no longer the same thing.
So the fundamentals still decide eligibility — but the new surface decides who gets named. Getting named depends on things Google's guidance implies without spelling out: entity clarity across your site, profile, and directories; reviews that machines can read as evidence; content that answers the buyer's actual question instead of orbiting a keyword.
What this means for contractors
A contractor doesn't need an "AI SEO" package bolted onto an SEO package. They need one visibility system where each layer feeds the next:
- Technical access. If crawlers can't fetch and parse your site, nothing upstream matters. This is measurable, not mystical.
- Entity clarity. Same name, same service list, same service area — on the site, the Business Profile, and the directories AI engines actually cite.
- Answer-ready pages. Service pages that state what you do, where, for whom, at what rough cost — in text, near the top, matching the questions buyers ask.
- Proof. Reviews and third-party mentions are the trust dataset AI engines lean on when deciding who's safe to recommend.
- Verification. Test the actual prompts buyers use, across the actual engines, and track change. Opinions about AI visibility are worthless; observations are cheap.
None of that contradicts Google's guidance. All of it extends the guidance to the question Google doesn't answer for you: why would an engine name your business instead of the other guy's?
Where the six-signal model fits
This is why we structure the work as six signals — GEO, AEO, LEO, VEO, PEO, IEO — rather than "SEO plus AI magic." The bottom layer (IEO — can machines access and parse you) is pure Google-guidance fundamentals. The middle layers (LEO, PEO) are entity clarity and real buyer language. The top layers (GEO, AEO, VEO) are where the compressed answer surfaces either name you or skip you. For the framework in full, the AEO Field Manual is the deep version; for the short comparison, see GEO vs AEO vs AI SEO.
The point of the model isn't branding. It's sequencing. Google just confirmed the bottom of the stack. The businesses that win the top of it are the ones that stop shopping for hacks and start doing the layers in order.
The operator's takeaway
If an agency pitches you AI visibility work, ask one question: which of these deliverables would Google's own guidance call unnecessary? If the answer includes proprietary AI files, secret markup, or "training the AI on your brand," keep your money.
The real work is duller and more valuable: make the business legible, make the pages answer questions, make the proof machine-readable, and measure whether the engines noticed.
Want to know where you stand?
We test your company across Google, AI answers, Maps, directories, and voice — and show you exactly where you're named, where you're skipped, and what to fix first.
Sources and further reading
- Google Search Central: AI features and your website — developers.google.com/search/docs/appearance/ai-features
- Google Search Essentials — developers.google.com/search/docs/essentials
- Google Search Central: Creating helpful, reliable, people-first content — developers.google.com/search/docs/fundamentals/creating-helpful-content
- Google Business Profile: How to improve your local ranking — support.google.com/business/answer/7091