What answer engines actually cite, and how to become the source

Ten years ago the goal was a blue link on page one. Now the goal is being the sentence an answer engine quotes when someone asks a question. The rules for earning that citation are different from classic SEO, and mostly undocumented.

I have spent the last few months instrumenting how LLM-backed search products choose their sources. This is what held up.

Citations are the new rankings

When an answer engine composes a response, it is not ranking ten links. It is hunting for a passage it can quote with confidence and attribute to a source. That one shift changes what “optimized” means:

• Pages win by having a quotable answer, not by keyword coverage.
• One precise paragraph beats two thousand words of throat-clearing.
• Named entities and concrete numbers make a passage citable. Vague claims do not.

An answer engine does not cite you because you rank. It cites you because you were the clearest sentence it could find.

Lead with the answer

Put the answer in the first line of a section, then support it. The inverted pyramid is back, and this time the reader is a language model with a token budget. If the model has to wade through setup to find your point, it will find someone else’s point instead.

Real heading hierarchy matters more than it used to. Retrieval systems chunk content on h2 and h3 boundaries, so a page with clear, self-contained sections gives the engine clean passages to lift. A wall of text gives it nothing to grab.

Hand machines the short version

FAQ schema is the lowest-effort, highest-yield structured data for answer engines right now. It hands the engine a ready-made question and answer pair:

{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [{
    "@type": "Question",
    "name": "What is answer engine optimization?",
    "acceptedAnswer": {
      "@type": "Answer",
      "text": "AEO is the practice of structuring content so AI answer
               engines can quote and cite it."
    }
  }]
}

Keep the answer text to a sentence or two. If it reads like a definition, it quotes like one. If you want the beginner’s version of this, I broke down how to build FAQ content answer engines actually quote over on AI Wizardry.

Be a clear entity

Answer engines resolve people, products, and companies to entities before they decide who to trust. Make that easy. A consistent name, a Person or Organization block in your structured data, a short factual bio, and a list of what you actually do all help the model connect your name to your topic. This site does exactly that, which is the boring plumbing behind every citation.

The uncomfortable part

Some of your traffic will become citations that never click through. That is happening whether you optimize for it or not. The choice is between being the cited source that owns the topic, or the uncited page that lost the click anyway. I know which side of that trade I want to be on.

If you want a hand pointing your own pages at this target, that is a lot of what I do. Get in touch.