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AI answer citation parity governance

AI Answer Citation Parity Auditor

Audit whether Revneey pages give AI answer engines the same dated claim, source, caveat, and comparison context that readers see on the page.

Use this asset when

This Revneey golden-template asset improves review/comparison quality before the pattern is migrated into the 11-site matrix.

Operator output

  • Dated evidence, source, summary, citation, confidence, and owner fields.
  • Keep, qualify, rewrite, remove, monitor, replace source, expire, or migrate-safe decision.
  • Disclosure, snippet, schema, FAQ, CTA, AI-answer, and refresh-cadence notes.

Matrix guardrail

Keep this pattern on Revneey first. Migrate only after vertical keyword boundaries are confirmed, and do not overwrite keyofvenus or cosyhomer slim directories.

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