
Operations - Other & Bulk editorBy Qadan Analysis ConsultingLaunched August 7, 2026Updated August 22, 2026
Tidy Data ‑ find & fix data launched on August 7, 2026. Shoplist is watching for its first storefront installs and tracking pricing in the meantime.
Free
Apps merchants weigh against Tidy Data ‑ find & fix data, with their own detected stores and ratings.
Get alerted on first storefront installs, review spikes, pricing changes, and listing edits.

A visual map of your catalog that surfaces inconsistent products and fixes them, with your approval
Messy catalog data quietly costs you sales. A product filed under the wrong type, a brand spelled three different ways, a bestseller stuck in Draft, an item missing from the collection its peers live in, tags that fragment your filters — each one breaks search and discovery, and none of them show up in a report. Tidy Data puts your whole catalog on a visual map and highlights exactly the products and collections that don't fit their peers. Spot the outliers at a glance, review what it suggests,
Every number on this page comes from public storefront scans and the public Shopify App Store listing. If Shoplist shows Tidy Data ‑ find & fix data on a store, it is there.
Read the data methodologyCompare
Detected stores, ratings, pricing, and momentum side by side.
Developer
Every app Qadan Analysis Consulting 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.