Price integrity
How to diagnose a Shopify price mismatch
Compare the shopper-visible offer with Product/Offer structured data without treating every multi-currency difference as an error.
Read the guideMerchQA field guides
Practical checks for the public storefront—the layer shoppers, feeds, crawlers and client reviewers actually receive.
Price integrity
Compare the shopper-visible offer with Product/Offer structured data without treating every multi-currency difference as an error.
Read the guideVariant operations
Turn a complex variant matrix into one evidence-backed repair list for operations and development.
Read the guideRelease workflow
A repeatable public-page preflight for teams shipping campaigns, feed changes and client handoffs.
Read the guide