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Glossary

Answer engine optimization (AEO)

Answer engine optimization (AEO) is the practice of optimizing content and brand presence for AI assistants such as ChatGPT, Claude, Gemini and Perplexity, and for AI generated answer surfaces like Google AI Overviews. Measured by mention rate, citation rank, and share of voice across LLM responses.

Also known as AEO, GEO, generative engine optimization, LLM SEO

What AEO is

Answer engine optimization is the work of getting your brand into the answers AI assistants write, and into the list of sources under them, across ChatGPT, Claude, Gemini and the AI blocks on search results pages. The goal is the one SEO always had, to be the answer when someone in your category asks the obvious question; the place it happens and the way it is measured are new.

“Generative engine optimization” (GEO) and “LLM SEO” name the same practice. We say AEO because the unit of competition is the answer: whether it comes from Google’s AI Overviews, Perplexity or Claude, you are trying to land in the answer a person reads.

How AEO differs from SEO

SEO targets the ten blue links. Success is a position from 1 to 100 for a keyword, and the click is the goal. AEO targets the written answer above those links. Success is a mention or a citation, measured for each assistant and each question, and some of the value lands in the answer before anyone clicks.

The fundamentals overlap heavily: authoritative content, clear structure, schema markup, internal links and topical depth help both. The weighting and the measurement differ, as the AEO vs SEO entry explains.

How assistants choose what to cite

There are two routes, depending on whether the assistant searches the web before it answers.

  • Assistants that search run a search, read the pages it returns and write an answer with citations. Your chances follow SEO fundamentals: rank for the underlying search, have a passage that answers the question cleanly, and sit on a site the assistant trusts.
  • Assistants answering from memory rely on what they learned in training. Your chances depend on how often, and how well, your brand was discussed across the web before that training.

Both routes reward the same thing: credible, lasting coverage of your brand on sites other than your own. AEO is more about building the brand on sources assistants trust and less about tuning one page.

Content patterns that get cited

Three patterns show up often in the passages assistants cite:

  • A direct answer near the top. Open with the answer in a sentence or two and expand below. A passage that stands on its own is easy to quote, for a reader or a model.
  • Comparison tables and definitions. Comparisons and “best of” lists are easy to summarize, and a single row can be quoted without losing its meaning.
  • Question and answer sections. Questions phrased the way people ask them, each with a short, direct answer.

The common thread is clear, structured content that answers the question. For its own AI features, Google says no special optimization is needed beyond SEO best practice.

Brand familiarity signals

Citable pages get you into answers from assistants that search; a familiar brand gets you into answers from all of them. The signals that help most:

  • An accurate Wikipedia article or, failing that, an accurate Wikidata entry.
  • Coverage on sites assistants trust: trade publications, analysts and established review sites.
  • One consistent brand name across the web, in the press, on directories and on your own site, so systems can tell it is the same company.

None of these are quick wins. AEO builds over quarters, which is why measurement matters: you need a baseline and a trend to know whether the work is paying off.

How Rank.ai measures AEO

Rank.ai asks ChatGPT, Claude and Gemini your buying questions every day through each engine’s API, with web search on, and you can switch on Perplexity, Grok or DeepSeek for any question. For each answer it records whether your brand was named, every page the answer cited in order, and where your own site first appears in that list.

Because the same question can get different answers from one run to the next, the questions stay fixed and the report shows the trend over time. See LLM visibility for how the numbers are worked out, and our AEO tools comparison for the other software that measures AEO.

Sources

Read on .

Frequently asked

Does traditional SEO still matter for AEO?
Yes. Assistants that search the web before answering tend to read pages that rank well organically. If you cannot reach the first page for the underlying search, you are unlikely to be cited in the answer for it. SEO fundamentals are the foundation, and AEO work sits on top.
How long does AEO take to show results?
Assistants that search the web can pick up a new page within days or weeks, once it is indexed and ranking. What assistants know from training changes only when the model is retrained, which can take months or longer. Plan in quarters for the first and in years for the second.
Is AEO just SEO under a new name?
They overlap a great deal and differ at the margin. The fundamentals are the same. The measurement differs, a mention or citation against a rank position, and a few levers, such as answer first introductions, comparison tables and coverage on other sites, move AEO more than SEO.
What's a mention rate versus a citation rank?
Mention rate is the share of answers that name your brand at all. Citation rank is where your site appears in the list of sources an answer cites; first is worth more than fifth. The two move independently, so it helps to track both.
Which assistants matter most for AEO?
It depends on your category and your buyers. Track the same questions across the main assistants and let the results show where you are strong and where you are missing. Rank.ai asks ChatGPT, Claude and Gemini by default, with Perplexity, Grok and DeepSeek available for any question.
Do FAQs really help with AEO?
They can. Questions phrased the way buyers ask them, each answered directly, match how people prompt assistants and are easy to quote. If you add FAQ structured data, keep it identical to the questions on the page; Google asks that structured data match the visible text.
Should an agency offer AEO as a separate service?
Selling it with SEO is the simpler package: the work overlaps and the buyer is the same. Report both, rankings and AI answers, in one monthly report.

See if AI names you when customers ask who’s best.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

  • Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
  • Who gets namedEvery competitor in the answers, most named first.
  • The pages AI readsThe sources behind each answer.
  • Three fixesWhat to fix first, with a brief for the first page.