
AnalyticsBy Storestead LabsLaunched July 17, 2026Updated July 22, 2026
FrictionIQ launched on July 17, 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 Jul 21, 2026
Turn returns and refunds into AI-powered issue insights and scheduled merchant reports.Understand why customers return products and receive automatic reports on recurring issues.
Description rewritten
+2 more changes in this update
Detected Jul 22, 2026
Gallery reordered
Apps merchants weigh against FrictionIQ, with their own detected stores and ratings.
Understand why customers return products and receive automatic reports on recurring issues.
FrictionIQ automatically analyzes return reasons, refund notes, and related customer feedback. It groups recurring complaints into clear categories and shows which product, fulfillment, or customer experience issues need attention. Instead of reviewing notes manually, merchants can track changes over time and receive scheduled email reports with concise AI-generated summaries. Set it up once and continue receiving insights as new return and refund data arrives.
Every number on this page comes from public storefront scans and the public Shopify App Store listing. If Shoplist shows FrictionIQ on a store, it is there.
Read the data methodologyCompare
Detected stores, ratings, pricing, and momentum side by side.
Developer
Every app Storestead 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.