Machine-readable commerce term
Review Signals
Visible review evidence when real and verifiable.
Review Signals refers to visible review evidence when real and verifiable. CatalogWise treats it as part of a broader readiness system that connects public storefront evidence, optional connected catalog data and commercial reporting.
Why it matters
Teams need review signals to make product facts easier to parse, compare and validate across storefront pages, feeds, reports and AI-assisted buying workflows.
What CatalogWise checks
CatalogWise checks review signals through public preview evidence first, then marks deeper fields as paid or optional Deep Access diagnostics when SKU-level data is required.
Common issues
- Missing or inconsistent fields
- Important facts hidden from public parsing
- Storefront data that conflicts with feed or schema data