Public · Methodology

Methodology

Public explanations for the measurement, benchmark, confidence, and limitation models behind the platform.

Benchmarks
AI visibility

How AI visibility is measured

Prompt sampling, engine coverage, citation extraction, sentiment, confidence bands, benchmark disclosures, and known limitations.

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