
Product reviewsBy CGN Media Group LLCLaunched June 29, 2026Updated July 5, 2026
ReviewLens launched on June 29, 2026. Shoplist is watching for its first storefront installs and tracking pricing in the meantime.
Apps merchants weigh against ReviewLens, with their own detected stores and ratings.
Get alerted on first storefront installs, review spikes, pricing changes, and listing edits.


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Reads your existing product reviews and surfaces the themes, sentiment, and fixes that matter most.
You collect reviews, but nobody has time to read hundreds of them — so the signal sits buried. The same sizing complaint, repeated across reviews you'll never scroll. ReviewLens reads the reviews already in your store and does the synthesis: it groups feedback into themes, scores sentiment per theme, and surfaces a ranked "Fix This Week" list — each issue backed by the verbatim customer quotes. It also spotlights your top problem SKUs. A companion to Judge.me, Yotpo, Okendo, and Loox.
Every number on this page comes from public storefront scans and the public Shopify App Store listing. If Shoplist shows ReviewLens on a store, it is there.
Read the data methodologyCompare
Detected stores, ratings, pricing, and momentum side by side.
Developer
Every app CGN Media Group LLC 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.