AI Shopping Assistant Disclosure Gap 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 AI shopping answers as monetized recommendation surfaces when they rank, recommend, compare, summarize, or route buyers to merchants.
Keep affiliate disclosure, sponsorship status, source URL, captured date, confidence level, merchant-policy caveat, affected snippet, FAQ, schema field, CTA, owner, and next check together.
If an assistant answer changes buyer intent, update visible copy, disclosure placement, schema, FAQ, snippet, and CTA language in the same deployment.
Keep Revneey as the golden pattern before moving disclosure-gap examples into beauty, home, kitchen, travel, eco, and top10 matrix sites.

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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