Original Research

First-party data and experiments on how AI engines retrieve, cite and recommend brands.

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What actually makes AI engines cite a source

Across the answers we monitor, cited sources share a pattern: a direct answer up top, specific and verifiable claims, and clean machine-readable structure. Vague, unsourced pages rarely get picked.

Jul 15, 2026Original Research