CatalogWise guide
AI Commerce Readiness for Shopify catalogs
AI Commerce Readiness measures whether a catalog can be read, compared and trusted by machine-assisted shopping workflows.
Public scan
Run a limited preview
Structured data
Check schema and context
Locked report
Unlock premium diagnostics
Why this matters now
Most storefronts are optimized for human browsing but leave product facts, schema, policy answers and feed context inconsistent across surfaces.
What CatalogWise checks
Treat readiness as an operating model: inspect public evidence, label sourceType, prioritize gaps, generate reports and re-scan after fixes.
Common issues
A clear score without unsafe ranking promises Evidence labels for every result A path from scan to report to remediation
- A clear score without unsafe ranking promises
- Evidence labels for every result
- A path from scan to report to remediation
How to improve it
CatalogWise connects public scans, dashboard evidence, reports, fix generation and optional Deep Access into one readiness workflow.
FAQ
Does this require Shopify authorization?
No for the public preview. Optional read-only Shopify Deep Access can add SKU, variant and feed evidence.
Does readiness guarantee third-party outcomes?
No. CatalogWise improves evidence quality and operational reporting; it does not guarantee ranking, traffic, sales or recommendation.
What should a team do first?
Run a public scan, confirm the evidence and fix the highest-impact product data, schema, feed and trust gaps.