Review Methodology Sample Size Auditor

Use this asset when

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

Paste review URL, product/category, rating claim, ranking claim, number of sources, first-party test scope, user-review count, expert-source count, date window, exclusions, methodology note, schema fields, and verdict copy.
Detect unsupported best-for claims, thin sample size, stale review windows, over-weighted single sources, missing exclusions, method/schema mismatch, and verdicts that sound more certain than the evidence allows.
Output methodology rewrite, confidence label, evidence expansion, claim downgrade, schema update, owner, and refresh 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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