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Measurement & reporting / 14 guides

Measure your AI visibility

Keep brand mentions, source citations, recommendations and business outcomes separate. Build a repeatable baseline and use comparable observations to decide what to improve.

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How do I track whether AI recommends my business?

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AI Citation Tracking: A Reproducible Measurement Method

Measure AI citations, brand mentions and recommendations separately with clear cohorts, evidence records, denominators and rules for missing observations.

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  1. UnderstandStart with the guide and define the problem.
  2. ApplyChoose the question closest to your situation.
  3. ReviewCheck the evidence and decide on the next action.

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