Filter-focused
Targets the product data problems that make filters noisy or incomplete.
Guide
How 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.
No search tracking
No shopper behavior or search history is collected.
Small setup
Merchants enable checks and run a lightweight readiness scan.
What to do first
Start with the smallest guardrail that prevents the most expensive failure. Add complexity only after the simple rule proves useful.