ReviewLens: AI Review Analysis

Review analysis for your store: themes, sentiment, and a ranked list of what to fix, with quotes.

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 will never scroll. ReviewLens reads the product reviews already in your store and does the analysis for you. It groups feedback into themes, scores sentiment per theme, and builds a ranked "Fix This Week" list, each issue backed by verbatim customer quotes. It also spotlights your top problem SKUs. A companion to Judge.me, Yotpo, Okendo, and Loox.

• Review insights: every review grouped into themes, with sentiment per theme
• A ranked Fix-This-Week list with cited customer quotes for each issue
• Problem-SKU spotlight shows which products drive the most complaints