A Shopify app that ranks every collection by what actually sells — views, add-to-carts, orders, revenue and stock — and writes that order into Shopify’s own sorting, with no theme edits. Rebuilt from the collection-ordering engine first proven on Lucira’s live collections; approved and published on the Shopify App Store in October 2026.
- Percentage-slot order plans: each slot ranked by one of 19 measures or a weighted balanced score, narrowed by conditions such as in-stock only.
- Live preview of the exact resulting order, with pin, demote, move and drag-and-drop curation before anything syncs to Shopify.
- First-party web pixel counting product views and add-to-carts as daily totals per product, with no customer identifiers; optional GA4 import of up to 90 days of history.
- Daily or weekly automatic re-sorts, version history with per-version performance attribution, and sort-health drift alerts.
- Verified by 78,240+ automated sorting cases and an accuracy audit that runs against a live store.
- Built to App Store requirements and approved: session-token auth, HMAC-verified compliance webhooks, expiring offline tokens, and Shopify App Pricing with plan approval on install and again on reinstall.
- Remix
- TypeScript
- Shopify Admin GraphQL API
- Web Pixels
- Polaris
- Prisma
- PostgreSQL
