Methodology

How Unwoven AI measures, in two parts: how the AI visibility audit is run, and how the software is designed to measure.

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How the audit is done

Buyer questions

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Runs per question

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Platforms

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Location and session state

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How the software measures

Prompts and panels

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Sampling

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Each engine on its own

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How mentions and citations are counted

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Unavailable, never zero

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Sample size and completeness

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Why tools differ

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Limits

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