Choose a product
Paste an Amazon product URL, or import authorized Shopify/DTC review text from your store or review app export.
Private beta for Amazon sellers
Find what customers wish competitors fixed.
ReviewGap turns authorized review sources or pasted customer feedback into affordable AI reports for Amazon sellers first. Shopify/DTC teams can use imported review exports while live connector coverage is being validated.
Reports > Glow Serum Audit
Review Intelligence Brief
Example reportAmazonHigh Confidence
Analyzed Reviews
245
Total Ratings
1,280
Scan Depth
Deep
Executive Summary
Positive sentiment clusters around skin hydration and natural glow. However, a major bottleneck exists around packaging failures, specifically leaking pumps causing product loss during shipping.
Top Friction
Leaking pump seals
"The pump leaks from the side of the cap when travelling."
Top Compliment
Non-sticky hydration
"Absorbs instantly without leaving a sticky or greasy film."
Next Action
Product & Copy move
Redesign bottle seals for travel safety, and lead marketing with "Hydration without the stickiness" hooks.
Why it matters
The best product research is already in customer reviews.
Reading hundreds of reviews manually is slow. ReviewGap turns authorized customer feedback into clear product, listing, and marketing insights so small teams can move faster.
Find competitor complaints before you repeat the same product flaws.
Extract buyer language for product pages, listings, and ad hooks.
Spot repeated objections around quality, value, shipping, packaging, and sizing.
Create simple reports an agency or product team can use the same day.
What you get
A report built for decisions, not data overload.
Each credit produces a focused AI review intelligence report you can use for product improvements, listing copy, customer objections, and campaign angles.
Top complaints
Repeated issues buyers mention across reviews.
Top compliments
Positive phrases and product strengths worth amplifying.
Buyer language
Real phrases customers use when describing outcomes and objections.
Product gaps
Actionable improvement ideas for listings, bundles, packaging, and messaging.
How it works
Generate insights
AI groups sentiment, repeated complaints, rating signals, buyer phrases, and product gaps.
Use the report
Export a concise report for product, listing, CRO, and advertising decisions.
For who
Built for focused seller feedback loops, not another giant dashboard.
Amazon sellers validating product improvements
Small brands comparing competitor complaints
Agencies preparing listing copy and ad angles
Beta testers with authorized review exports
Simple pricing
Start at $5. Upgrade when reports become a workflow.
Buy one report, grab a one-time pack, or use monthly credits that roll over up to 3x. All prices are USD.
View pricingCustomer-supplied or authorized review intelligence only
No CAPTCHA, login, paywall, or private data bypassing
Private reports attached to your account
CSV, JSON, and PDF-oriented exports
FAQ
Why focus on reviews and sentiment first?
It is the clearest SMB gap: product teams and agencies need review intelligence, but enterprise tools are expensive and broader marketplace analytics tools often bury sentiment inside complex suites.
Does this scrape live Amazon reviews?
The MVP can connect to an Apify Amazon reviews actor when API keys are configured. Without keys, it runs in demo mode or analyzes pasted reviews.
Who is this for?
The private beta is focused on Amazon sellers first. Shopify brands, DTC operators, and agencies can use authorized review exports or pasted review text while live Shopify connector coverage is validated.
Is this a replacement for deep customer research?
No. It is a fast first-pass report that highlights patterns, objections, buyer language, and product opportunities from review data.
Can I use it before launching a product?
Yes. Paste competitor URLs or review excerpts to find complaints you can avoid and messages your product page should answer.
Build the first report