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GEO, AEO and AI Visibility

Answer engine optimization (AEO): what it is and how to do it

Answer engine optimization (AEO) is the work of making a page the easiest source for a direct answer: the question in a heading, a complete answer in the first sentence or two beneath it, and facts stated plainly enough to be quoted. Search features and AI assistants choose what to show; AEO makes your answer the easy one to take.

By QueryRev ResearchPublished Updated7 min read

Key takeaways

  • AEO makes a page the easiest source for a direct answer: the question in a heading, and a complete answer in the first sentence or two beneath it.
  • AEO is part of SEO, not a separate discipline, and it cannot choose for the engine: Google’s systems decide which page makes a good featured snippet.
  • Put the specifics in the answer, such as the size, the price or the time, and keep it in the HTML, visible without a click.
  • Google stopped showing the FAQ rich result in Search from 7 May 2026, so FAQ markup no longer earns that result[6].
  • Find the questions worth answering in the emails, calls and chats your team answers, then in Search Console with a regex filter for queries phrased as questions.

What AEO is

Answer engine optimization grew up with the short answers search engines show above their results. Google’s featured snippets are the clearest case: a box that reverses the usual result and shows the descriptive snippet first, and that can also appear inside the group of related questions known as People Also Ask[1]. The same kind of passage now also stands behind the supporting links of AI Overviews and AI Mode[2], and behind the sources that assistants such as Copilot and ChatGPT cite.

AEO is part of SEO, not a separate discipline. Google says so in its guide to generative AI search: from Google Search’s perspective, optimizing for generative AI search is optimizing for the search experience, and so still SEO[3].

What AEO cannot do is choose for the engine. Google is plain about featured snippets: you cannot mark a page as one; its systems decide whether a page would make a good featured snippet for a search and, if so, elevate it[1]. AEO is one part of the wider work set out in the practical guide to generative engine optimization; how it differs from classic SEO in practice is in GEO vs SEO.

Where answers are shown, and what controls them

An answer can reach a reader in several places, and each has its own rules. The controls are the vendor’s; the page is yours.

Answer surfaces and the controls that apply to each, from each vendor’s documentation[1][2][4][5]
  • Featured snippet, Google

    What it takes from a page
    A passage shown above the result; a click on it scrolls to that section of the page
    What the site controls
    nosnippet removes every snippet; a low max-snippet makes a featured snippet less likely, without a guarantee
  • AI Overviews and AI Mode, Google

    What it takes from a page
    Supporting links beside a generated answer
    What the site controls
    Indexing and snippet eligibility; nosnippet, data-nosnippet, max-snippet and noindex
  • Copilot and AI answers in Bing, Microsoft

    What it takes from a page
    Pieces of a page parsed out of it, such as question-and-answer pairs, lists and tables
    What the site controls
    What Bing can crawl and index
  • ChatGPT search, OpenAI

    What it takes from a page
    Sources cited in a written answer
    What the site controls
    Whether OAI-SearchBot may crawl the site

One surface has gone. Google stopped showing the FAQ rich result in Search from 7 May 2026 and removed its documentation in June[6]. FAQ markup no longer earns that result, which changes what it is worth; the section on structured data below comes back to it.

How to write an answer block

An answer block is a heading that asks the question and the passage that answers it. Most of the work is in the first two sentences.

  1. Write the heading as the question, in the words a customer uses. A vague heading such as “Learn more” tells neither a reader nor a machine where an idea starts; Microsoft’s guidance uses the same example[4].
  2. Answer in the first one or two sentences, completely enough to stand alone if lifted out. Microsoft describes answers that can be lifted the same way: concise, one or two sentences, self-contained[4].
  3. Put the specifics in that answer: the size, the price, the time, the name. A word such as “quiet” or “fast” gives an engine nothing to quote; a measured fact does.
  4. Follow with the detail, the conditions and the exceptions, in a list or a table where the answer is a set of steps or a comparison.
  5. Answer each question once, on the page where it belongs. Two pages answering the same question compete for it, a form of keyword cannibalization.
  6. Keep the answer in the HTML, visible without a click. Microsoft warns that answers hidden in tabs or expanding menus may be skipped, and that key facts should not live only in images or PDFs[4].
An answer lifted from an answer block

Write sections that each make sense on their own, on pages written for people. Whether to go further and cut pages into small pieces for machines is answered, with Google’s and Microsoft’s views side by side, in the second step of the practical guide: no.

Match the shape of the answer to the question

The first sentence answers; the shape of what follows depends on the kind of question. A definition, a set of steps and a comparison are read differently, and lifted differently.

Answer shapes by kind of question, with sample first sentences for an invented shop
  • What is…

    Shape of the answer
    One sentence that names the thing and its category, then what sets it apart
    Sample first sentence
    The Glaze Club is a monthly box of two hand-made mugs from Example Shop.
  • How do I…

    Shape of the answer
    The outcome first, then numbered steps
    Sample first sentence
    To return a mug, request a label from your order page and post the parcel within 30 days.
  • Which is better…

    Shape of the answer
    The deciding difference in one line, then a table against the criteria
    Sample first sentence
    The Classic mug holds more and suits the dishwasher; the Travel mug has a lid.
  • How much…

    Shape of the answer
    The number, its unit, its date and what it includes
    Sample first sentence
    Shipping to Norway costs 12 euros an order in 2026, tracking included.
  • Can I… or Does it…

    Shape of the answer
    Yes or no first, then the condition
    Sample first sentence
    Yes, every mug is dishwasher safe, except the hand-painted range.

Microsoft names numbered steps and comparison tables as especially effective for how-to questions and feature comparisons, and warns against using bullets for every line[4]. Use a list or a table where the answer is a list or a table, and a sentence everywhere else.

Research points the same way. The paper that named GEO found that edits which add statistics, quotations and citations of credible sources raised a page’s visibility in generated answers the most, and that keyword stuffing did not[7]. What it measured, and the limits of its tests, are set out in the research section of the practical guide.

Structured data: what it does and does not do

Structured data labels what a page already says. In schema.org, FAQPage marks a page that presents one or more frequently asked questions[9], and a Question can carry an acceptedAnswer, the answer accepted as the best one[10]. Labels like these help a machine read the page; they do not make it the answer.

Google says structured data is not required for its generative AI features and that no special schema.org markup is needed, while advising you to keep using it for rich results[3]. With the FAQ rich result gone, FAQ markup earns no result in Google Search. Keep it where a page truly shows questions and answers and the markup matches the visible text, as Google asks of all structured data[2]. Do not add it to pages that show none.

Find the questions worth answering

The best questions are the ones customers already ask. Start with the emails, calls and chats your team answers every week, then check what people type into Google.

Search Console shows the second part. In the Performance report, a query filter set to Custom (regex) takes the RE2 syntax and is not case-sensitive by default[11], so one expression lists the queries phrased as questions:

Performance report, query filter, Custom (regex)
^(how|what|why|when|where|which|who|can|does|do|is|are|should)\b

Sort the result by impressions and read the questions against your pages. A question with many impressions and few clicks is a candidate for an answer block on the page that already ranks for it. A question no page answers is a candidate for a new section, which is not always a new page.

How to tell whether it worked

AEO is measured where the answers appear. For Google, compare the clicks and impressions of the pages you changed with the period before; for AI answers, track a fixed set of questions and record whether each answer uses your page. How to track AI Overviews and the metrics worth reporting cover both.

No edit guarantees a result. Google notes that a page meeting every requirement and best practice is still not guaranteed to be crawled, indexed or served[2].

Two pieces of groundwork come before any of this. An answer a crawler may not fetch cannot be quoted, so check which AI crawlers your robots.txt allows. And a special file such as llms.txt does not replace answers on the page, as the guide to llms.txt explains.

Sources

Primary sources only, each read on the day given.

  1. 2.AI features and your website. Google Search Central. Read .
  2. 3.Optimizing your website for generative AI features on Google Search. Google Search Central. Read .
  3. 4.Optimizing Your Content for Inclusion in AI Search Answers. Microsoft Advertising Blog. Read .
  4. 5.Overview of OpenAI Crawlers. OpenAI. Read .
  5. 6.Latest Google Search documentation updates. Google Search Central. Read .
  6. 7.GEO: Generative Engine Optimization. arXiv (accepted at KDD 2024). Read .
  7. 8.How to write meta descriptions. Google Search Central. Read .
  8. 9.FAQPage. Schema.org. Read .
  9. 10.Question. Schema.org. Read .
  10. 11.Performance report (Search results): Advanced filtering and comparison. Search Console Help, Google. Read .

Cite this guide

A suggested citation. Its link goes to this page, whose address does not change.

QueryRev Research. “Answer engine optimization (AEO): what it is and how to do it.” QueryRev AI, 18 Oct 2026. https://queryrev.com/guides/answer-engine-optimization

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