Filter-focused
Targets the product data problems that make filters noisy or incomplete.
Shopify Search & Discovery preflight
Find filter issues before shoppers hit a dead end.
Check product filter readiness without storing catalog snapshots, customer data, orders, or search behavior.
No search tracking
No shopper behavior or search history is collected.
Small setup
Merchants enable checks and run a lightweight readiness scan.
How it works
- Merchant enables the checks that matter for the store.
- The app reads a minimal product sample through Shopify Admin GraphQL.
- The scan checks product types, options, tags, and metafield shape for filter risk.
- Only settings, billing state, and aggregate usage counters are stored.
Zero sensitive data storage
Merchant filter check settings, billing metadata, aggregate monthly counters, and non-sensitive technical status.
Filter risk preview
Use the public tool to understand the first setup decision.
Open the toolHow to catch Shopify filter readiness issues
Filters work best when product types, options, tags, and metafields are consistent. A focused preflight catches the common gaps early.
Read the guideData safety
Review the zero customer/order storage posture.
Open data safetyDoes it replace Shopify Search & Discovery?
No. It prepares product data for cleaner filters; it is not a search engine.
Does it store catalog snapshots?
No. Product data is read for the check and discarded.