Citations explain the source trail
Visible citations show which domains an answer used to support its response. They do not explain every model behavior, but they give teams a practical source map for diagnosis.
Classify source types
Group citation domains by owned content, third-party reviews, directories, publisher articles, documentation, communities, and competitor pages. Different prompt intents often rely on different source types.
- Owned pages are useful for accurate product and workflow details.
- Third-party pages can add independent proof.
- Documentation and help pages often support implementation prompts.
- Comparison pages can shape competitor and alternative prompts.
Turn citations into source work
If a competitor wins because its sources are stronger, decide whether the fix is owned content, third-party validation, partner pages, updated profiles, or clearer documentation.