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AI answer limited-time urgency hallucination governance

AI Answer Limited-Time Urgency Hallucination Auditor

Audit AI answers, snippets, FAQs, schema, comparison rows, verdicts, hub cards, and CTAs that invent limited-time urgency, countdown pressure, last-chance language, or expiring offers without dated merchant proof.

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, narrow, rewrite, remove, monitor, replace source, expire, escalate, or migrate-safe decision.
  • Disclosure, snippet, schema, FAQ, CTA, AI-answer, urgency, student-discount eligibility, comparison-table, 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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