AI Answer Citation Parity Guide

Use this asset when

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

Treat every AI-ready summary as a compressed version of the page, not a separate stronger claim.
Keep dates, evidence sources, caveats, affiliate disclosures, and comparison limits visible near the answer block.
When a verdict, CTA, or merchant fact changes, refresh snippets, schema, FAQs, hub blurbs, and internal anchors in the same pass.
Migrate the pattern to matrix sites only after vertical-specific answer risks are named, especially beauty claims, home safety claims, travel availability, and broad top-10 rankings.

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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