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Guide

AI Citation Source Trails for Review Sites

How Revneey keeps review claims traceable with dated evidence packets, source hierarchy, and clean update notes.

Operating workflow

  1. Inventory visible claims in hero, verdict, comparison table, FAQ, schema, internal links, and affiliate CTA modules.
  2. Classify each claim as evidence-backed, live-merchant verified, stale, contradicted, or missing source trail.
  3. Attach dated sources and owner decisions before keeping commercial language live.
  4. Use fallback copy when stock, variant, price, warranty, merchant terms, or evidence has drifted.
  5. Deploy only after local files, hub links, sitemap, preview URL, and production URL pass 200 checks.

Reusable fields

ClaimSource URLSnapshot dateAffected module

Stock statusFallback copyOwnerNext recheck

Publish gate