AI Answer Evidence Validity Window Checklist

Use this asset when

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

Every time-sensitive claim records source URL, source date, capture date, claim type, validity window, expiry trigger, screenshot path, owner, severity, and next review date.
AI answers, snippets, FAQs, schema, comparison rows, verdicts, and CTAs avoid current, verified, still available, best today, or policy-safe language after the evidence window expires.
Old merchant pages, expired screenshots, seasonal offers, regulatory rules, price changes, inventory shifts, and policy updates trigger recapture or removal before deployment.
Reports include validity gap, buyer risk, revenue risk, required decision, escalation owner, and monitoring cadence.
Matrix migration waits for vertical-specific validity-window examples.

Operator output

Dated evidence, source, summary, citation, confidence, and owner fields.
Keep, qualify, rewrite, remove, monitor, replace source, expire, escalate, or migrate-safe decision.
Disclosure, snippet, schema, FAQ, CTA, AI-answer, validity-window note, cancellation caveat, 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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