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How to write a category comparison page AI will cite

Write the page a fair analyst would write: name the main options, say who each suits, compare them in one table on facts buyers care about, and date it. In one 2026 study, the most common vendor-owned page ChatGPT cited was a "best tools in this category" comparison.

Updated 11 October 20263 min readBy Answerbid

Structure

  1. A one-paragraph answer: "The best option depends on company size and stack. Here's how the main tools compare."
  2. A comparison table: company size served, key integrations, deployment time, price range, standout strength.
  3. One short section per option, including yours, with who it suits and who it doesn't.
  4. How to choose: three or four questions the buyer should ask.
  5. A date and a changelog.

Rules for fairness

  • Include the competitors buyers actually compare you with.
  • Use facts you can source; link to them.
  • Say where a competitor is the better fit. AI and buyers both trust pages that do.

What to avoid

  • Tables where you win every row.
  • Outdated competitor pricing.
  • Claims you can't support. If you also advertise, OpenAI's ad policy prohibits unfounded comparisons in ads and landing pages.

Keep it current

Review the page every quarter, and whenever a competitor changes pricing or packaging.

A table layout that works

Your product Competitor A Competitor B
Best for Mid-size finance teams Enterprises Small teams
Integrations NetSuite, Sage, Xero SAP, Oracle QuickBooks, Xero
Time to go live About 6 weeks 3–6 months Days
Pricing From $X a month On request From $Y a month

Fictional example. Link each competitor fact to its source.

Questions

Should we name competitors at all?

Yes. Buyers compare you with them anyway, and a page without them isn't a comparison.

Will competitors complain?

If every fact is sourced and fair, there's little to complain about. Update promptly when they send corrections.

One page or one per competitor?

Both: a category page for "best tools" questions and "vs" pages for the competitors buyers name most.

Why fairness wins with AI and buyers

A comparison page that only praises its author reads as an ad, and both buyers and AI treat it with suspicion. A page that says "Competitor A is better for large enterprises; we're better for mid-size teams" is credible and quotable. AI assistants answering "best tool for a mid-size team" can use that sentence directly.

Maintain it like a product page

Assign an owner, review it quarterly, and update it whenever a competitor changes pricing or packaging. Note the date of the last review at the top.

Start here: AI visibility for B2B. More articles in AI visibility.

Sources

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