AI Answer Pros Cons Balance Proof 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 page URL, target query, AI-answer text, product, buyer segment, claimed pro, claimed con, evidence URL, counter-evidence URL, screenshot/archive path, captured date, affected snippet, FAQ, schema, comparison row, verdict, CTA, owner, severity, confidence, and next balance audit date.
Flag one-sided pros, buried cons, overstated drawbacks, missing buyer-fit qualifiers, stale review evidence, merchant-only proof, unsupported durability claims, and pros/cons that conflict across headline, snippet, FAQ, schema, table, verdict, and CTA.
Return keep, qualify, add missing con, add missing pro, rewrite buyer-fit framing, downgrade claim strength, replace evidence, update snippet/FAQ/schema/table/verdict/CTA, owner, severity, confidence, and next audit cadence.

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, pros/cons balance, bundle inclusion, 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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