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.
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
| Surface | What it takes from a page | What the site controls |
|---|---|---|
| Featured snippet, Google | A passage shown above the result; a click on it scrolls to that section of the page | nosnippet removes every snippet; a low max-snippet makes a featured snippet less likely, without a guarantee |
| AI Overviews and AI Mode, Google | Supporting links beside a generated answer | Indexing and snippet eligibility; nosnippet, data-nosnippet, max-snippet and noindex |
| Copilot and AI answers in Bing, Microsoft | Pieces of a page parsed out of it, such as question-and-answer pairs, lists and tables | What Bing can crawl and index |
| ChatGPT search, OpenAI | Sources cited in a written answer | 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.
- 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].
- 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].
- 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.
- 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.
- Answer each question once, on the page where it belongs. Two pages answering the same question compete for it, a form of keyword cannibalization.
- 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].
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.
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.
| Question | Shape of the answer | Sample first sentence |
|---|---|---|
| What is… | One sentence that names the thing and its category, then what sets it apart | The Glaze Club is a monthly box of two hand-made mugs from Example Shop. |
| How do I… | The outcome first, then numbered steps | To return a mug, request a label from your order page and post the parcel within 30 days. |
| Which is better… | The deciding difference in one line, then a table against the criteria | The Classic mug holds more and suits the dishwasher; the Travel mug has a lid. |
| How much… | The number, its unit, its date and what it includes | Shipping to Norway costs 12 euros an order in 2026, tracking included. |
| Can I… or Does it… | Yes or no first, then the condition | 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.
Featured snippets: the controls you have
Featured snippets are the oldest answer surface, and the only one with controls written for it. Google gives two ways to limit them[1]:
- nosnippet removes every snippet of a page, featured and regular. Text marked with data-nosnippet is left out of both, and when a page carries both rules, nosnippet wins.
- A lower max-snippet makes a featured snippet less likely while keeping regular snippets, because a featured snippet appears only when enough text can be shown. Google gives no exact minimum, which varies with the information, the language and the platform, and a low setting is no guarantee.
Opting out is rarely the aim. The more useful fact is what happens on a click: it takes the reader straight to the section of the page the snippet came from, scrolling there with no markup from the site[1]. The answer block is the landing point too, so what follows the answer has to carry the reader on, to the detail, the price or the next step.
Google builds snippets primarily from the content of the page, and uses the meta description only when it describes the page better[8]. The answer under its heading, not the meta description, is the text to get right.
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:
^(how|what|why|when|where|which|who|can|does|do|is|are|should)\bSort 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.Featured snippets and your website. Google Search Central. Read .
- 2.AI features and your website. Google Search Central. Read .
- 3.Optimizing your website for generative AI features on Google Search. Google Search Central. Read .
- 4.Optimizing Your Content for Inclusion in AI Search Answers. Microsoft Advertising Blog. Read .
- 5.Overview of OpenAI Crawlers. OpenAI. Read .
- 6.Latest Google Search documentation updates. Google Search Central. Read .
- 7.GEO: Generative Engine Optimization. arXiv (accepted at KDD 2024). Read .
- 8.How to write meta descriptions. Google Search Central. Read .
- 9.FAQPage. Schema.org. Read .
- 10.Question. Schema.org. Read .
- 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