How do I know which of my pages are hero pages?

Capture the sources AI engines cite for your buyers' recurring questions, keep only the citations that point to your own domain, and tally which of your URLs appear most often across that query set and across engines. The pages that recur at the top are your hero pages. Do this per engine, because a page that wins on Perplexity may earn nothing on Google AI Mode. You are looking for a repeated pattern across a query set, not the sources of a single answer.

How many queries do I need to find my hero pages reliably?

Enough to cover your category's recurring question branches — a practical start is 20 to 40 real buyer questions spanning what-is, comparison, how-to, buying, and troubleshooting intents. Fewer than a dozen is too thin to separate a genuine hero page from a one-answer fluke. The signal you want is the same few of your URLs winning the same recurring questions across the set, not a single citation.

What do I do about a valuable question with no hero page of mine?

Treat it as an earned-media target, not a reason to publish more owned pages the engines ignore. If a high-value, recurring question only ever cites third parties, engines are telling you they won't cite your site for it — so pursue genuine inclusion in the independent lists, reviews, and reference sources they do cite, and reserve owned-page effort for questions where your domain can actually win the citation.

How to find your AI citation hero pages (and reinforce them)

To find your AI citation hero pages, capture which of your own URLs get cited across engines for your buyers' recurring questions, rank your pages by how often they're cited, then pour maintenance into the small set that wins — and treat questions with no owned winner as earned-media targets. This turns the hero-page pattern into a workflow you can carry out.

The reason to bother: AI citations pile onto a few of your pages rather than spreading evenly, because engines cite a tight per-query shortlist and your buyers ask a bounded, repeating set of questions. Spreading content effort uniformly across your site therefore spends most of it where citations never happen. The steps below find the pages that already work, so you can defend and compound them.

Step 1: List your buyers' recurring questions

Write down 20–40 real questions your buyers ask AI engines about your category, spanning the intent branches an answer fans out into: definitions, comparisons, how-tos, buying decisions, and troubleshooting.

Pull them from sales calls, support tickets, your site search, and the follow-up questions engines surface.
Cover the whole question tree, not just your head term — hero pages are defined by the recurring questions they win, so a thin query set hides them.

Step 2: Capture which of your URLs get cited, per engine

Put each question through the engines your buyers actually use — ChatGPT, Perplexity, Gemini, Google AI Overviews, Google AI Mode — and record every source each answer cites, then keep only the citations that point to your own domain.

Log the exact URL, the engine, and the question it was cited for.
Keep engines separate. Citation behaviour differs sharply by engine, so a blended list hides which page wins where — the same per-engine discipline behind auditing your site for AI visibility.
This is the raw material for which of your pages are cited; most of your URLs will appear zero times, and that is the expected, lopsided shape.

Tally how often each of your URLs was cited across the whole query set, and sort. The top of that list — usually a small handful — is your set of hero pages.

Note which questions each hero page wins, not just the count. A page that wins one high-value buying question can matter more than one that wins several trivial ones.
Watch for the drop-off. If a few pages carry most of the citations and a long tail carries none, that gap is your allocation map: it tells you where maintenance pays off and where it doesn't.
Compare the winners against your assumptions. The pages that get cited are frequently not your homepage or your newest post — let the measured citations decide, not intuition.

Step 4: Reinforce the winners

Concentrate maintenance on the hero pages, because they are both your biggest asset and your most exposed one.

Refresh them on a cadence. Citations decay after roughly a quarter, so a hero page left untouched can slip off the freshness cliff without any other change.
Raise evidence density inside them. Add a specific attributed statistic per claim, a credible quote, and inline sources — the edits that lift citations — and make sure the answer-first passage is still clean and structured for extraction.
Build internal links into them from related pages, so the hero page is easy to reach and clearly the canonical answer to its question.

Step 5: Flag the gaps for earned coverage

List the recurring, high-value questions where no page of yours is cited — engines only reach for third parties.

These are not signals to publish more owned pages; they are signals that engines won't cite your site for that question. Pursue genuine earned placement in the independent lists and reviews they do cite.
Repeat the whole capture quarterly and after major engine changes. Hero pages rise and fall, so a list captured once goes stale — re-sample the same questions so you are comparing like with like.

Don't polish evenly. Find the few pages engines already cite, make those undeniable and never let them go stale, and send the questions you can't win owned to earned coverage instead. Uniform effort on a lopsided distribution is mostly wasted effort.

Doing this once is useful; doing it continuously is where it compounds, because the hero-page set moves as engines and competitors change. That is where Buffy Intel fits: it snapshots which of your pages get cited across engines over time, so your hero pages surface, you catch one slipping before your traffic does, and you can see which questions still need earned coverage. Questions: [email protected].