AI Answer Counterfactual 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, query, AI answer, compared product, counterfactual claim, baseline assumption, evidence URL, screenshot/archive path, captured date, affected snippet, FAQ, schema field, verdict, comparison row, CTA, owner, confidence, and next proof review date.
Flag claims that imply a product would outperform another, save more money, last longer, fit more users, reduce risk, or solve a problem without matched methodology and dated evidence.
Return keep, qualify, remove counterfactual, add baseline caveat, rewrite verdict, update snippet/FAQ/schema/table, quarantine CTA, request paired proof, owner, confidence, and next review 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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