
SEO & AnalyticsBy Phenom Digital LimitedLaunched July 16, 2026Updated July 16, 2026
Product Intelligence Engine launched on July 16, 2026. Shoplist is watching for its first storefront installs and tracking pricing in the meantime.
Get alerted on first storefront installs, review spikes, pricing changes, and listing edits.
Apps merchants weigh against Product Intelligence Engine, with their own detected stores and ratings.
Product Intelligence scans your catalogue and gives each product a Trust Score across feed readiness
Product Intelligence scans your whole catalogue in one click and gives every product a Trust Score, flagging the data errors that can cause Merchant Center disapprovals and make products harder for AI shoppers to read: invalid or missing barcodes, missing brand, thin or duplicate descriptions, weak SEO and images. Get a prioritised fix-list that deep-links to each product. It verifies your barcodes against a trusted external product database, so you catch data that is wrong, not just missing.
Every number on this page comes from public storefront scans and the public Shopify App Store listing. If Shoplist shows Product Intelligence Engine on a store, it is there.
Read the data methodologyCompare
Detected stores, ratings, pricing, and momentum side by side.
Developer
Every app Phenom Digital Limited publishes, with their detected reach.
Rankings
The ten apps gaining the most detected installs in each category.
Directory
Browse every app Shoplist tracks, by category, rating, and reach.