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LLM SEO | 8 min read

Answer Engine Optimization (AEO): What It Is and How to Do It

By ยท Updated ยท 8 min read

The short answer

Answer engine optimization (AEO) is the work of making your page the source an engine quotes when it answers a question directly. An answer engine is anything that responds to a question with an answer rather than a list of links: a search engine's answer box, a voice assistant, or an AI assistant such as ChatGPT, Gemini, Claude or Perplexity.

The word was in use years before AI assistants took off. It first described winning featured snippets and voice answers. Today it covers the same goal in a harder setting, where the answer is composed from several sources and may never send anyone to a page.

AEO and generative engine optimization overlap heavily. If you want the line between them and SEO, AEO versus SEO draws it.

Where AEO came from, and what changed

When a search engine started putting one boxed paragraph above the results, the people who got quoted there had a name for what they did. That was the first AEO. It was a narrow game: write a clear paragraph, win the box, keep the click.

Assistants changed three things. The answer is written fresh each time rather than lifted from one page. It draws on several sources, so being quoted often means being one name among a few. And it varies, so the same question asked twice can name different businesses. The goal did not change, which is to be the source worth quoting. The way you find out whether you succeeded did.

Answer engines then and now Top panel lists the snippet era. Bottom panel lists the assistant era. The snippet era One quoted paragraph Pulled from one ranking page You could see and test it A click was still likely Mostly one search engine The assistant era A composed answer Built from several sources Varies from run to run Often no click at all Many engines, none the same
The goal is the same in both panels: be the source that gets quoted. The mechanics are not.

How to write a page an answer engine can quote

Engines quote passages, not pages. Your job is to make the passage easy to lift and safe to rely on.

None of this is exotic. It is good editing aimed at the person who asked. The checklist orders these steps by cost, and how to get cited by ChatGPT applies them to one assistant.

The kinds of question an answer engine handles

Engines do not treat every question alike, and a page written for one kind is rarely quoted for another. Five kinds cover most of what buyers ask.

Look at which of the five your buyers actually ask before you write anything. Most stores find their customers lean on one or two and that they have no page for either.

What markup does for AEO and what it does not

Structured data describes a page to a machine. FAQ markup, how-to markup and article markup all state plainly what a page contains, and an engine that reads them has less to guess.

Two limits are worth knowing. First, markup describes the page and does not replace it. An engine still reads the visible words, and markup that disagrees with them can hurt you. Second, search engines have narrowed which markup earns a visible enhancement in results. Google, for instance, cut back the FAQ display it shows in 2023, so do not expect expandable question boxes under your listing. Add the markup because it is accurate and costs little, and not because it guarantees a box.

The related page on schema markup covers the types and how to write them.

A worked example

An invented case, so the figures are placeholders. A store sells loose leaf tea and notices buyers asking, "how long should I steep green tea."

The existing product pages say "steep to taste." That is not an answer. An engine looking for a passage to quote has nothing to take.

The store adds one section to its green tea guide. The heading is the question. The first two sentences give a range in minutes and a water temperature, and say that hotter water and longer time make green tea bitter. Underneath, a short list covers the common variants the store sells, with a time and temperature for each, and a line on what to change if the cup comes out harsh. Everything on it is something the store already knew and had never written down.

That passage can now be lifted whole. It also uses the store's own products as the examples, which is why it earns a mention and not just a quote.

A passage template you can reuse

Here is the shape that gets quoted, in plain terms. You can adapt it to almost any question a buyer asks.

  1. Heading. The question, in the buyer's own words.
  2. The answer. One to three sentences that stand on their own if lifted out of the page. State the answer, not the topic.
  3. The reason. One or two sentences on why that is the answer. This is what makes it safe to repeat.
  4. The specifics. The numbers, names, materials or conditions that make it true for your products.
  5. The exception. When the answer changes. Engines and readers both trust a source that says where its advice stops.

Read the result with the heading covered. If the first two sentences do not answer the question on their own, rewrite them.

Anatomy of a quotable passage Five parts in order, from the question as a heading to the exception where the answer changes. 1. Heading The question, in the buyer's own words 2. The answer One to three sentences that stand on their own 3. The reason Why that is the answer, in a sentence or two 4. The specifics Numbers, names, materials, conditions that make it true 5. The exception When the answer changes, and where the advice stops
Cover the heading and read the first two sentences. If they do not answer the question alone, rewrite them.

Featured snippets, AI overviews and assistants are three things

It is easy to treat every answer format as one target. They differ in ways that change what you do.

A featured snippet quotes one page and shows where it came from, so the click is still available. An AI overview composes a summary from several pages above the results, and links sit inside or beside it. An assistant such as ChatGPT or Claude may answer from search results, from what it learned in training, or both, and it varies by question and by day.

The same well-built passage helps with all three, which is why the work is worth doing. The differences show up in measurement. A snippet you can screenshot. An overview you can check by searching. An assistant you can only sample, which is why we keep saying to ask more than once. The page on featured snippets, AI overviews and answer engines goes through the formats side by side.

Short answers and spoken answers

A spoken answer has to survive being read aloud. That sets a useful bar for any page: if the first two sentences sound strange said out loud, they are probably clumsy on screen too.

Keep the lead answer short enough to say in one breath, avoid abbreviations a speech engine will mangle, and put the number and its unit in the same sentence. "Steep green tea for two to three minutes in water around 175 degrees" survives being spoken. "See table below" does not.

The same discipline helps text answers. Assistants that compose a reply from your passage tend to keep the parts that were already clear and drop the parts that needed a table to make sense.

Where AEO work goes wrong

The common thread is that each one makes the passage harder to trust or harder to lift. The remedy is almost always editing, not adding.

What AEO cannot do

Writing a quotable answer does not make an engine choose you. It has to find the page first, and then it has to trust it over the alternatives. A well-written answer on a page nobody links to, on a site nobody mentions, tends to lose to a plainer answer from a source other people vouch for.

That is why AEO advice that stops at formatting only gets you halfway. The other half sits off your site: who else has written about you, and what they said. Think of it as two keys to one door. A quotable passage is one key and an outside record that you are who you say you are is the other, and either one alone leaves the door shut. It also cannot make an engine answer a question the same way twice. Treat any promise of a guaranteed placement in an AI answer as a sign the seller does not know how these systems behave. An AEO audit looks at both halves, and featured snippets versus AI overviews versus answer engines shows how the formats differ on the page.

Which questions to answer first

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Pick the ten questions closest to a purchase, and answer those first. Our question set guide shows how to build a fixed list you can keep asking over time.

A plan for the first week

You do not need a project. A few focused days will tell you most of what you need to know and give you pages you can keep.

  1. Day one: collect the questions. Pull twenty real buyer questions from your inbox, your search data and the forums. Cut it to the ten nearest a purchase.
  2. Day two: ask the engines. Put each of the ten to two or three assistants, twice. Write down who is named, how they are described, and which sources appear. This is your baseline.
  3. Day three: find the gaps. Mark each question where you were absent and a plain answer from you could exist. Those are your pages.
  4. Days four and five: write the first three. One question per page or section, the answer first, the specifics under it, the exception last.
  5. The following week: ask again. Same questions, same engines. Pages take time to be read, so do not expect a change yet. The point is to start the record.

If a page you wrote does not move anything after a couple of months, the missing piece is usually off your site, and that is a different job from editing.

A first week of AEO Milestones from collecting questions on day one to asking the same questions again the following week. Day 1 Collect twenty real questions, cut to the ten nearest a purchase Day 2 Ask each engine twice and record who is named: baseline Day 3 Mark the questions where you were absent and could answer Days 4 and 5 Write the first three pages, answer first, exception last Next week Ask the same questions again and keep the record going
The point of week one is the baseline. Pages need time to be read before anything moves.

How to check whether it worked

Ask the question. Put your real buyer questions to each engine you care about, more than once, on different days, and write down which businesses were named and how they were described. Do the same after you change a page. Look at the share of questions where you appear over several weeks, not a single run.

Do not rely on how a page looks in search results as a proxy. A page can hold a snippet and be absent from an assistant's answer, and the reverse. They are different systems that happen to read some of the same web.

Frequently asked questions

What is answer engine optimization?

Answer engine optimization, or AEO, is making your page the source an engine quotes when it answers a question directly. It covers search answer boxes, voice assistants and AI assistants such as ChatGPT, Gemini, Claude and Perplexity.

What is the difference between AEO and SEO?

SEO aims at a position in a list of results. AEO aims at being quoted in a direct answer. They share the same foundation of crawlable, accurate, authoritative pages, and they differ in how success is counted: a position versus being named.

Is AEO the same as GEO?

Largely, yes. AEO is the older term and comes from answer boxes and voice assistants. GEO is newer and refers to engines that generate an answer in sentences. In practice the work is the same, and vendors use the names interchangeably.

How do I write content for answer engines?

Put a real buyer question in a heading, answer it in the first two or three sentences, and then give specific evidence underneath. Keep one question per section, and keep any FAQ markup matched to the visible text.

How do I know if AEO is working?

Ask your real buyer questions in each engine several times and record who is named. Compare the share of questions where you appear over weeks. A single run is not a result, because answers vary.

MG
Written by

Matt is the founder of RunOctopus. He built All Angles Creatures from zero to page-1 rankings in reptile feeder insects using exactly this method. Turning a hard, entrenched niche into RunOctopus's proof store for programmatic SEO and AI search citation.

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