A guide may explain how to do something or help someone choose what to buy. We wanted to see how guide-labeled pages fit the question being asked, instead of judging them by a single citation average.

We examined citation links from ChatGPT Search and Google AI Mode between May 24 and August 19, 2026. We compared questions explicitly asking for a guide with other questions and examined the different jobs those cited guides served.

Guide-labeled pages supplied 22.4% of cited links on questions that explicitly asked for a guide, versus 7.6% elsewhere. Guides also span different jobs: some explain a task, while others help a buyer choose.

Questions asking for a guide have a different baseline

The 67 guide-seeking questions produced 4,979 guide-labeled links out of 22,203. Other questions produced 564,321 out of 7,412,043: 22.4% versus 7.6%.

The explicit guide group is small. Treat it as a useful example of question fit, then inspect the how-to and evaluation questions relevant to your own audience.

Share of cited links by question wording

Prompts that name guides22.4%
Other prompts7.6%
0%10%20%30%

Each percentage uses all cited links in its question group. Page labels come from title or address.

Many cited guides also help buyers choose

A best, top, review, comparison, versus or alternative label appeared alongside the guide label in 35.6% of guide links. Educational guides and buying guides therefore overlap in this sample.

Make the job clear. A setup guide should help someone complete a task. A buying guide should explain the options and tradeoffs. Calling either page a guide does not tell you whether it answers the buyer’s question.

35.6%

of guide citations also carried a buying or comparison label

202,672 of 569,300 links; labels include best, top, review, comparison, versus and alternative

Give the reader a useful outcome

Choose a question your team can answer well. For a practical guide, supply the steps, examples and prerequisites. For a buying guide, explain who each option suits and what the reader gives up by choosing it.

Then check the pages cited for that question. Use the gaps you find to improve the guide’s substance, rather than expanding it to an arbitrary length.

How to structure content so AI models cite it

What the page labels count

Guide pages are identified by guide or guides in the title or public address. The rule does not classify the full page content. Only 67 observed questions explicitly named guides, so the intent comparison should not be treated as a benchmark for every how-to question.

How we measured

We analyzed 7,434,246 cited-page links across 3,159,290 cited pages and 503,370 websites in 701,353 AI answers to 18,107 organic prompts on ChatGPT Search and Google AI Mode from May 24 through August 19, 2026.

questions explicitly asked for a guide: 67
The guide-seeking group in the intent comparison

Get the data

Dataset CSVThe metrics behind every figure in this report.

Sources

DeltaV Digital: AI search citations study · accessed September 1, 2026
Semrush: Content optimization for AI search study · accessed September 1, 2026
Ahrefs: Why ChatGPT cites one page over another · accessed September 1, 2026
From citation selection to citation absorption · accessed September 1, 2026

Do FAQ pages get cited by AI?

Pages labeled as FAQs accounted for less than 1% of citation links in the answers we studied.

Do AI answers cite review pages? It depends on what buyers ask

Pages labeled as reviews appeared more often in citations when buyers explicitly asked for reviews.

How often does AI cite comparison pages?

At least one in twenty-one citation links went to pages with comparison terms in their addresses.

Do AI answers cite pricing pages? Buyer intent makes the difference

Pages labeled as pricing pages appeared much more often in citations when buyers asked about cost.

What pages does AI cite most? Look at the buyer question

Product pages, practical guides and comparisons featured among citation leaders. The mix depended on the buyer's question.

How long are the pages AI cites? It depends on the page

Cited page lengths differed by type. Best-of lists were typically much longer than homepages or product pages.