Answer Engine Optimization (AEO): How to Get Cited by AI Search

Search stopped being a list. For a growing share of queries, Google does not hand you ten blue links and let you sort it out. It writes you an answer at the top, an AI Overview, and tucks two or three source links underneath. ChatGPT does the same when it browses. Perplexity is built entirely around it: a paragraph that answers you, with little numbered citations you can click. The result you used to fight for, position one, now sits below a generated summary that most people read instead of scrolling.

Answer Engine Optimization (AEO) is the practice of being one of the sources that summary cites. Not ranking first in a list, but getting quoted in the answer. It is a different game from classic SEO, and the good news for a solo operator is that it is a concrete, page-by-page method, not a budget.

What AEO actually is, and how it differs from SEO

Classic SEO optimizes for a ranking. The unit of success is your position in an ordered list, and the click that follows. AEO optimizes for a citation. The unit of success is whether an answer engine pulls a sentence from your page into its generated response and links you as the source.

The two are related, not opposed. An answer engine usually drafts its summary from pages that already rank well for the query, so your classic rankings feed the pool it draws from. If you are nowhere on page one, you are rarely in the citation set either. That is the part a lot of AEO hype skips: ranking still matters, because ranking is how you qualify to be considered at all. AEO is what you do on top of a page that already ranks, to make it the easiest one to quote.

The mechanical difference is what the machine is doing with your page. A ranking algorithm scores your page. An answer engine reads your page, extracts a claim, and decides whether that claim is clear enough to repeat and trustworthy enough to attribute. So AEO is mostly about extractability and trust, two things classic SEO never forced you to be deliberate about.

Why it matters now

The honest reason to care is the click math. When the answer sits above your link and satisfies the searcher, your impression no longer guarantees a visit. Informational queries are the ones most exposed: "what is," "how does," "is it safe to," the questions an answer engine can resolve in three sentences. For those, the citation is the visibility. If you are not in it, the traffic you used to earn from that query quietly evaporates whether you rank or not.

There is an upside to the same shift. A citation in an AI answer is a strong trust signal. The engine is effectively vouching for you in front of the searcher, and the clicks that do come through arrive pre-qualified. For a solo consultant or founder, being the cited source on a handful of high-intent questions in your niche is worth more than a thin ranking on a dozen.

The method: make a page citable

Here is the part you can run on any page today. AEO is a checklist of things that make your content easy to extract and safe to attribute. Work through them in order.

1. Lead each section with the answer. Answer engines extract best from the top of a section. Put the direct, complete answer in the first one or two sentences under a heading, then explain underneath. Do not bury the claim in paragraph four behind a windup. If the heading asks a question, the next sentence should answer it in full, on its own, without needing the rest of the page for context.
2. Write headings as the questions people ask. Phrase your H2s the way a searcher phrases the query. "How much does X cost?" beats "Pricing." The engine maps a user question to a matching heading, so heading-as-question is half the battle. Pull the exact phrasings from People Also Ask, the autocomplete, and your own Search Console query report.
3. Make claims self-contained and specific.A citable sentence stands on its own. "This usually takes about two weeks" is not quotable, there is no subject. "A typical WordPress migration takes about two weeks" is. Numbers, dates, named entities, and definite subjects make a sentence safe to lift. Vague pronouns and "it depends" openers get skipped.
4. Show the entities and the proof. Answer engines weight clarity about who, what, and on whose authority. Name the specific tools, standards, versions, and people involved instead of gesturing at them. Back claims with the proof a skeptical reader would want: a stat with a source, a date, a concrete example, a method you actually ran. Unsupported assertions read as opinion, and opinion does not get cited as fact.
5. Format for extraction. Short paragraphs. Real lists for anything enumerable. A tight definition sentence right after a term. A small comparison table when you are weighing options. These structures are easy for a model to parse cleanly, and a clean parse is more likely to survive into the answer intact.
6. Add the structured data that fits. Mark up the page so the machine does not have to guess. FAQPage schema for a genuine question-and-answer section. Article with a clear author and published date. Product, HowTo, or Breadcrumb where they honestly apply. Schema does not force a citation, but it removes ambiguity about what your page is and who stands behind it, and that helps on the trust side.
7. Make authorship and freshness obvious. A named author, a visible published-or-updated date, and a reason the page is credible (who you are, what you did). Answer engines favor pages that look maintained and accountable over anonymous, undated walls of text.

The detail most people miss: extractable, not just present

You can have the right answer on the page and still not get cited, because the answer is tangled into a sentence the engine cannot cleanly lift. The test is simple. Take any key claim on your page and read just that sentence, with nothing around it. Does it still mean something complete and true? If it needs the previous paragraph to make sense, it is present but not extractable, and an answer engine will reach for a competitor whose version stands alone.

This is why the "answer first" rule does so much work. A section that opens with a clean, standalone claim hands the engine a ready-made quote. A section that builds to its point over five sentences makes the engine do work it would rather do on someone else's page. Write the quotable version first, then add the nuance below it where the human reader wants it. You serve both at once.

A prompt scaffold to AEO a page

You do not need a tool for the first pass. Paste a page into any AI assistant with this scaffold and it will tell you where the page is citable and where it is not:

Audit this page for Answer Engine Optimization. I want to be the source
an AI Overview, ChatGPT, or Perplexity cites for these queries:
<list 2-4 target questions>

Check, and report each as Pass / Fix with a specific rewrite:
1. Does each section LEAD with a direct, self-contained answer in the
   first 1-2 sentences? Flag any section that buries the answer.
2. Are the H2 headings phrased as the questions a searcher would type?
   Suggest question-form rewrites where they are not.
3. Pull the 5 most important claims. For each, can the sentence stand
   ALONE and still be true and specific? Rewrite any that can't.
4. Are entities (tools, versions, people, standards) named explicitly,
   and is each claim backed by proof (stat, date, example, source)?
5. What structured data fits this page (FAQPage, Article, HowTo,
   Product)? List the schema types and the fields they need.

End with a prioritized list: the 3 changes most likely to win a citation.

Page:
<paste the page text here>

Run that, apply the top three fixes, and re-check the page against the actual answer engines by searching your target questions and seeing who gets cited. AEO is iterative the same way ranking is: you ship, you watch the answers, you adjust.

Do not abandon classic SEO

A warning, because the framing invites it: AEO is not a replacement for SEO. The answer engine drafts from pages it already trusts, which means crawlability, internal links, page speed, and topical authority still decide whether you are in the running. Many queries still show a normal results page with no AI answer at all, and commercial and navigational searches especially still send the click straight to a ranked page. Treat AEO as a layer you add to good SEO, not a pivot away from it. The pages that win citations are almost always pages that would rank well anyway, made deliberately easier to quote.

The method, packed

Answer engine optimization is one of the 31 skills in the SEO Skillpack, a set of AI skills built for the solo SEO. The pack version runs this method end to end on a page and then reviews its own work on the high-stakes ones, the money pages where a missed citation actually costs you, checking that every key claim stands alone and that the schema and entities are really there before it signs off. You stay the editor on what ships. None of that changes the fact that the method above is yours to use for free: paste the scaffold, lead with the answer, make your claims quotable, and you have most of the value today. The pack is just the same method, run consistently and double-checked, so you stop relying on remembering it.