AI Overviews are assembled from retrievable passages. The pages that get cited share a small number of observable traits, and almost all of them are testable without knowing the ranking algorithm.
On-page signals
Answer-first structure is non-negotiable: the question appears as a heading, and the direct answer follows within two sentences. From there, the page earns citation eligibility by being unambiguous and easy to extract.
- One question per heading, answered immediately underneath.
- Named entities instead of pronouns, so a passage survives being lifted out of context.
- Statistics with dates and sources, in a format that reads correctly when quoted alone.
- Comparison tables with explicit criteria columns.
- FAQ schema that matches visible copy exactly.
- Author and organisation schema with verifiable identity links.
Off-page signals
Corroboration is the tiebreaker. If three independent, retrievable sources repeat the same fact, a model has little reason to hedge — and hedging is what makes a brand drop out of the answer.
- Third-party reviews, directories and industry publications that are crawlable.
- Consistent product and pricing facts across surfaces.
- Original data that other sites have a reason to cite.
- Crawler policy that allows the search and answer bots you want to be present in.
Ship and re-measure
Apply the checklist to your ten highest-value prompts first. Re-run the prompt panel thirty days later: if a page does not move, the problem is usually eligibility rather than volume of content.