ReviewLens: AI Review Analysis
- by CGN Media Group LLC
- From $19/month. Free trial available.
- by CGN Media Group LLC
- From $19/month. Free trial available.
AI-powered review analysis that finds themes, scores sentiment, and ranks what to fix—with customer quotes to back it up.
Claim app
Verify your developer profile to earn a badge and build trust to your apps
About the ReviewLens: AI Review Analysis
ReviewLens reads your product reviews and analyzes them automatically so you don't have to scroll through hundreds of comments. This AI review analysis tool groups customer feedback into themes, scores sentiment for each theme, and creates a ranked list of issues to fix, complete with customer quotes.
The app highlights your problem SKUs so you know which products need attention first. Every review gets organized into themes with sentiment scoring, making it easy to spot patterns like repeated sizing complaints or quality concerns. You get a prioritized "Fix This Week" list backed by real customer quotes.
ReviewLens works alongside Judge.me, Yotpo, Okendo, and Loox, turning the reviews you already collect into actionable insights without the manual work.
Launched: June 29, 2026
Key features
- 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
Integrations with:
- Shopify Admin
Category:
Pricing of ReviewLens: AI Review Analysis
Starter
$19 / month
Growth
$49 / month
Scale
$99 / month