AI Answer Limitation Omission Auditor

Use this asset when

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

Enter page URL, query, AI answer, product or merchant, promised benefit, known limitation, exclusion evidence, downside source, captured date, affected snippet, FAQ, schema field, comparison row, CTA, owner, confidence, and next review date.
Flag answers that present benefits without fit boundaries, omit recurring complaints, hide policy exclusions, skip regional limitations, ignore compatibility constraints, or route buyers to CTAs without visible caveats.
Return keep, add caveat, narrow claim, rewrite answer, update FAQ/schema/snippet, quarantine CTA, escalate proof gap, owner, confidence, and next limitation-review cadence.

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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