AI Answer Numeric Claim Precision Guide

Use this asset when

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

Classify numeric claims before publishing: price, discount, rating, warranty length, delivery time, stock count, sample size, return window, fee amount, performance metric, ingredient concentration, hotel fee, or environmental surcharge.
Store source value, displayed value, unit, range, denominator, region, capture date, sample size, affected surface, buyer risk, current wording, required qualifier, owner, severity, and next numeric review date.
Do not let AI summaries convert ranges into exact numbers, estimates into guarantees, averages into promises, or stale merchant values into current buyer guidance.
Keep Revneey as the baseline before adapting to beauty concentration claims, apparel size/fit rates, furniture dimensions, cookware temperature claims, hotel fee amounts, eco surcharge values, and broad top10 rating/math claims.

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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