AI Answer Numeric Claim Precision 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 numeric claim records source value, displayed value, unit, range, denominator, region, capture date, source URL, affected surface, owner, severity, and next numeric review date.
AI answers, snippets, FAQs, schema, comparison rows, verdicts, and CTAs keep ranges, estimates, sample sizes, dates, and caveats visible when exact numbers are not proven.
Merchant copy, affiliate feeds, old screenshots, AI paraphrases, averages, and rounded values do not override current source values without explicit rationale.
Reports include precision gap, buyer risk, revenue risk, required decision, escalation owner, and monitoring cadence.
Matrix migration waits for vertical-specific numeric-claim 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, numeric precision, fee 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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