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AI Engines · 7 min read · September 24, 2026 · , gaash.ai

Answer engine optimization (AEO): where it came from, and what it asks of a page now

Answer engine optimization is the work of shaping pages so that systems which reply with an answer, rather than a list of links, draw that answer from them. It began with featured snippets and voice assistants, where the prize was one passage read aloud or boxed above the results. Written answers changed what gets lifted and how many sources share it, but not what a page has to contain. This site treats AEO and GEO as two names for one practice.

Where AEO came from: the one passage above the results

The first answer engines answered with somebody else's sentence. A featured snippet put one passage from one page above the ordinary results, which is why people called it position zero, and a voice assistant read one answer aloud and stopped. The prize was being that passage, and the craft that grew up around it was the craft of writing one: the question as a heading, the answer in the first sentence under it, a list or a table where the answer was a list or a table.

No markup ever requested the box. Google's documentation on featured snippets says its systems decide whether a page would serve a query well in that spot, and the only controls it gives a site are ways to decline. That set the terms of the practice from the start: an engine chooses, and a page makes itself easy to choose.

What changed when the answers started being written

A written answer is assembled rather than lifted. It can draw on several pages for one reply, name businesses without quoting any of them word for word, and cite its sources beside the text. Google's page on AI features says AI Overviews and AI Mode may use what it calls query fan-out, running several related searches across subtopics to build one response, and that they show a wider set of supporting links than a classic results page.

So the unit being competed for changed. It used to be a passage; now it is a fact about you that the answer can repeat and attribute: the service, the place, the price range, the reason to choose you. A page can supply that fact without being quoted at all, and a page that is quoted can still leave the business unnamed if the passage never says whose it is. That is the property this site's glossary calls citability: a passage that stays true, and stays yours, when it is lifted on its own.

What carried over unchanged

  • The answer block. A question in the buyer's words as the heading, the answer in the first sentence under it, the conditions after. Writing to be cited shows the shape.
  • Text in the HTML. A passage has to be in the page the server sends, not drawn by a script, kept in a PDF or set in an image.
  • One fact in one place. A price or an address stated once, and linked from elsewhere, is a fact that cannot disagree with itself.
  • Eligibility for a snippet. Google says a page has to be indexed and eligible to be shown with a snippet to appear as a supporting link in its AI features, with no extra technical requirement beyond that.
  • Dates. A dated page tells any reader, and any engine, when its facts were last true.

The evidence for the core idea comes from outside Google. Aggarwal et al. (KDD 2024), the paper that named generative engine optimization, found on its benchmark that adding citations, quotations and statistics to a source raised its visibility in generated answers by up to about 40%, while keyword stuffing did not help. The findings reward the same specific, attributable writing that won featured snippets.

The snippet controls, which now reach AI answers too

The controls that once kept a page out of featured snippets now also limit what Google's AI features show. Google's AI features page names four of them. Use them on purpose, because each one that keeps text out of an answer also keeps it from being the answer.

Google's preview controls, what each does, and when a business might use it. Google's AI features page names all four as the way to limit what its AI formats show.
ControlWhat it doesWhen to use it
nosnippetRemoves the page from every kind of snippet, AI features includedA page whose text should never be excerpted, such as terms that only make sense whole
data-nosnippetKeeps the text of one element out of any snippet while the rest of the page stays eligibleA passage that misleads out of context, such as a promotion with conditions
max-snippetCaps how many characters a snippet may useRarely; a short cap makes the page less useful as a source
noindexKeeps the page out of the index, and so out of every answer drawn from itA page that should not be found at all, such as an internal or draft page

These are Google's controls. The other assistants fetch through their own crawlers, which robots.txt addresses one token at a time; robots.txt for AI crawlers sets them out, and AI search engines at a glance lists who fetches for which assistant.

What AEO does not need

  • A special file or special markup. Google's AI features page says none is required for AI Overviews or AI Mode.
  • FAQ markup for its own sake. The FAQ rich result, cut back to government and health sites by the August 2023 change, has not appeared in Google Search since May 7, 2026, as Google's changelog records. The markup still labels question-and-answer pairs; the visible question and answer are what do the work.
  • Speakable markup. The speakable property is in beta and meant for news content read aloud, not for a business's service pages.
  • Separate content for AI. Google's guide to generative AI search says nothing needs rewriting just for AI systems, and it treats separate pages for every variation of a query, made to manipulate answers, as scaled content abuse. A second version of a page is also a second version of every fact on it.
  • A new discipline. The work is the same whether it is called AEO or GEO, and it sits on the same pages that SEO already maintains.

AEO, GEO and SEO: one set of pages

This site uses GEO as its working term and files AEO as the synonym, as the glossary entry explains. What generative engine optimization is covers the term's origin in the paper and the work it describes, and GEO vs SEO sets the two side by side. The practical point is smaller than the naming debate: the pages that rank in a search engine are the pages an answer engine reads, and a page written to answer one question clearly serves both.

Where the two part company is measurement. A ranking is a position you can look up; an answer is a sentence that differs by run and by assistant. So AEO and GEO are measured by asking the questions, the same way every time, and counting who is named, as our methodology does.

Common questions

Is AEO different from GEO?

Not in practice. Answer engine optimization grew out of featured snippets and voice answers; generative engine optimization was named in a 2024 paper about answers written by language models. Both describe shaping pages so that systems replying with an answer draw it from them. This site uses GEO and treats AEO as the same work under an older name.

Do I need FAQ schema for AEO?

No. Google no longer shows an FAQ rich result for any site, and its AI features need no special markup. FAQPage markup still states which answer belongs to which question in a form any parser reads, which is reason enough on a page of questions. The visible question and answer are the part that matters.

Does optimizing for featured snippets still matter?

The same passage properties still matter, because they are what any answer engine lifts: the question as a heading, a complete answer in the first sentence, the conditions after it. And Google says a page must be eligible for a snippet to appear as a supporting link in its AI features, so a page that has opted out of snippets has opted out of those links too.

Can I stop AI answers from quoting my page?

In Google Search, the nosnippet, data-nosnippet, max-snippet and noindex controls limit what its AI features show, as Google's AI features page states. Other assistants fetch through their own crawlers, which robots.txt addresses token by token. Each control that keeps text out of an answer also keeps the business out of that answer, so use them only for text that should never travel alone.

Sources

What Google's AI features and featured snippets do and require is from Google's own pages, linked where they are used; the paper is cited for its benchmark findings only. This article cites no market statistics.

Sources: Google, featured snippets and your website · Google, AI features and your website · Google Search Central blog, changes to HowTo and FAQ rich results · Google, speakable structured data · Aggarwal et al., GEO: Generative Engine Optimization, KDD 2024 · Google Search Central, optimizing for generative AI search · Google Search Central, documentation updates

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