AnalyticsBy Schumacher LabsLaunched May 7, 2026Updated May 22, 2026
ProfitLens Analytics launched on May 7, 2026. Shoplist is watching for its first storefront installs and tracking pricing 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 22, 2026
Understand the real profit behind every order including refunds, fees, shipping and product costs.Reveal true profit, spot margin leaks, and prioritize what to fix next.
Description rewritten
4 added, 4 removed — “See real Shopify profit after costs, fees, refunds and ads”
+2 more changes in this update
Apps merchants weigh against ProfitLens Analytics, with their own detected stores and ratings.
Understand the real profit behind every order including refunds, fees, shipping and product costs.
Most Shopify dashboards focus on revenue, not real profit. Important costs like refunds, payment fees, shipping costs and product costs are often difficult to analyze together. ProfitLens calculates the true operational profit of your Shopify store. It analyzes every order and combines revenue, refunds, product costs, payment fees and shipping costs to show the real contribution margin. Merchants can quickly understand which products, orders or days are actually profitable and identify profit
Every number on this page comes from public storefront scans and the public Shopify App Store listing. If Shoplist shows ProfitLens Analytics on a store, it is there.
Read the data methodologyCompare
Detected stores, ratings, pricing, and momentum side by side.
Developer
Every app Schumacher Labs 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.
