Research Library
Tools

Citation log — track which sources answer engines reference

A running log of external sources cited by major answer engines, filtered by topic.

Useful for identifying which competitors and publications are earning citations in your category — often a leading indicator of authority the model recognizes.

What to do with the log

The recurring sources in your category are the ones the model treats as authoritative. Study their format, their citation patterns, and their update cadence.

The gap between your content and theirs — in structure, not topic — is usually the actionable insight.