
AnalyticsBy BlueBirb5.0 (1 reviews)Launched May 11, 2026Updated May 14, 2026
MatchLabs ‑ Product Validation launched on May 11, 2026. Shoplist is watching for its first storefront installs and tracking its 1 public reviews and listing changes in the meantime.
Store movement comes from Sonar's storefront scans; listing changes come from the Shopify App Store page.
App Store listing
Get alerted on first storefront installs, review spikes, pricing changes, and listing edits.
Detected May 14, 2026
Find out which products resonate with shoppers before spending a dollar on ads.Validate products with real customer feedback before spending money on ads.
+1 more change in this update
Apps merchants weigh against MatchLabs ‑ Product Validation, with their own detected stores and ratings.

Watch shoppers in action! See what works, find & fix errors!

Website tools to improve cart checkout and grow conversions

Analytics & Reports: Lifetime Value, Profit, Marketing KPIs...


The new default in e-commerce analytics

Find out which products resonate with shoppers before spending a dollar on ads.
You get real product preference data from your own store visitors - no ads, no surveys required. Use it to decide what to promote, restock, or cut before committing your budget. MatchLabs adds a simple dating-app like, swipe interaction to your storefront. Visitors swipe right on products they like, left on ones they don't. When they finish, they earn a discount code as a thank-you. Works with any Shopify theme.
Every number on this page comes from public storefront scans and the public Shopify App Store listing. If Shoplist shows MatchLabs ‑ Product Validation on a store, it is there.
Read the data methodologyCompare
Detected stores, ratings, pricing, and momentum side by side.
Developer
Every app BlueBirb 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.