How to structure a page so an AI answer can cite it

Lead with the answer

The first screen should resolve the question in the title. Not a story about why the question matters. Not a definition of SEO if the page is about your product. Two to five sentences a stranger can repeat.

That opening is the passage an overview is most likely to lift. If it is vague, the model will lift a competitor who was willing to be specific. Specific means numbers, criteria, names, and limits. “It depends” is allowed only if the next sentence says what it depends on.

Give each section one question

Write the H2 as the question a person would ask, or as a statement that answers one. Then answer it before you illustrate it. Lists help when the items are genuinely parallel. A list of twelve soft benefits does not.

Anchor the heading with a stable id so people and systems can point at the section. Keep the heading in the same vocabulary as the query. Clever headlines are for campaigns. These pages are for retrieval.

Name the entities

Say the brand, the product, the category, and the place in words, not only in a logo. Use the same legal or public name you use on your About page, your profiles, and your filings. If you have renamed something, say the old name once so the entity can be reconciled.

When you mention a competitor, a standard, or a place, use their real names. Answer engines are building a graph. Ambiguous pronouns (“our platform,” “the solution”) drop out of that graph.

Make the claim checkable

A citation is a bet that you will not embarrass the answer. Pages that show their work get that bet more often. Date the page. Say who it is for and who it is not for. Link to a primary source when you cite a statistic. If the experience is first-hand, say what you did, not “studies show.”

Original information beats another summary of the same three articles. A scoring rubric, a teardown, a dataset, a clear pricing logic, a postmortem: these are reasons to cite you. A 600-word rephrase of the category is not.

Use structure machines can parse

Headings, tables, ordered steps, and FAQ blocks are not decoration. They mark the boundaries of an answer. Use FAQ schema only when the questions are visible on the page and the answers match. Use product, organization, article, and breadcrumb schema the same way: accurate, or absent.

Do not hide the real answer in an image, a tab that never ships in HTML, or a paragraph that only appears after an interaction. If a crawler cannot see it, do not count on a model to cite it.

• One H1 that states the topic in plain language
• Open with the answer, then the detail
• Tables for comparisons and specs, with real column headers
• Visible FAQs that match the schema, if you use schema
• A date and an owner, so the page can be audited

An outline you can copy

Use this when a page is trying to own a question. Skip sections that do not apply. Do not add sections just to look long.

• Title: the question or the job of the page
• Answer: two to five sentences, specific
• Who it is for, and who should ignore it
• The criteria or steps, in order
• A comparison or example with names
• Limits, costs, or risks
• What to do next, with one internal link that continues the job

After you publish

Link to the page from the hub that already has authority. Mention it where the brand is discussed off-site, using the same name. Add the query to the prompt set in your measurement model. Rewrite the opening if, a month later, the pages being cited are simply clearer than yours.