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AEO Canon · the reference for answer-engine optimization

Should I Add a TL;DR or Summary for AI?

Yes — a short, accurate TL;DR or summary near the top gives an engine a ready-made, self-contained answer to lift, and it doubles as your meta description and answer-first lead. It helps only when it genuinely answers the page's core question rather than teasing it, so write it as the answer, not a hook.

BBurke Atkerson2 min read

Yes — a short, accurate TL;DR or summary near the top gives an engine a ready-made, self-contained answer to lift, and it doubles as your meta description and answer-first lead. It helps only when it genuinely answers the page's core question rather than teasing it, so write it as the answer, not a hook.

Quick answer

Yes — a tight summary up top is a ready-made answer to lift and reinforces your answer-first lead. Put it before any preamble, make it stand on its own, and have it actually answer the core question instead of teasing it. Done well, it serves the page, the snippet, and the engine at once.

Why does a summary help with citation?

Because it hands the engine the answer pre-packaged. A concise summary near the top is a self-contained passage that fully states the page's core answer, which is exactly what an engine wants to lift. It reinforces your answer-first opening and gives skimming readers the payoff immediately — and users scan web pages rather than reading every word, so a front-loaded summary is a clean win for extractability.

Where and how should I write it?

At the very top, as the answer itself. The opening is the most liftable real estate on the page, so lead with the answer or a tight summary of it and expand below; don't bury it under an introduction the engine has to dig through. Make it specific and quotable — a few sentences a reader could lift and still understand — and cut the marketing fluff and cliffhangers. The summary is the answer in miniature, not an ad for it.

Is it the same as my meta description?

Effectively, often yes. A strong answer-first summary works as both the on-page lead and the meta description, because both should state the core answer concisely. Writing one sharp summary tends to serve the page, the snippet, and the engine simultaneously — which is why it's worth getting that single sentence exactly right.

What should my answer-first sentence say?

It should directly answer the page's core question in the first line, before any setup.

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How long should a passage be for AI citation?

Short and self-contained — long enough to fully answer one question, no longer.

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Should I bold the key answer in my content?

Bolding the core answer can aid skimming, but structure and clarity matter more than emphasis.

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Frequently asked questions

Should I add a TL;DR or summary for AI?
Yes. A concise summary near the top hands an engine a self-contained answer it can lift, and it reinforces your answer-first opening. The key is that it must actually answer the page's core question — a TL;DR that teases instead of answering wastes the most valuable position on the page.
Where should the summary go?
At the top, before any preamble. The most liftable position is the opening, so lead with the answer or a tight summary of it, then expand below. Burying the summary under an introduction defeats the purpose, because engines and skimming readers may never reach it.
What makes a good AI summary?
It directly answers the main question, stands on its own without the rest of the page, and stays specific rather than vague. Aim for a few sentences that a reader could quote and still understand. Avoid marketing fluff and cliffhangers; the summary is the answer in miniature, not an ad for it.
Is a TL;DR the same as a meta description?
They overlap and can share wording. A strong answer-first summary works as the meta description and as the on-page lead, since both should state the core answer concisely. Writing one sharp summary often serves the page, the snippet, and the engine at once.

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