Public Teardown

Public Teardown: Why a Category Page Is Never Quoted

A well-ranked category page was never quoted in AI overviews for its core term.

Problem

A well-ranked category page was never quoted in AI overviews for its core term.

The definition was split across marketing copy and required page context to make sense.

We rewrote a single self-contained definition passage with explicit entities.

Retrieval tests before and after across three generative engines.

The rewritten passage was retrieved for the target question in repeated tests.

Quotability depends on self-contained passages, not overall page authority.

A single public page; results are illustrative, not a guaranteed outcome.

Book a strategy call. Tell us what generative engines are missing about your business, and we'll shape a roadmap to fix it.