Choose a product
Paste an Amazon product URL or run a demo report while your review source is being connected.
Reviews, ratings, and sentiment intelligence
Find what customers wish competitors fixed.
ReviewGap turns authorized review sources or pasted customer feedback into affordable AI reports for Shopify brands, Amazon sellers, and agencies.
Competitor report
NEEDS REVIEWGlow Serum Sentiment
Positive sentiment clusters around texture and glow. Negative sentiment repeats around leaking pumps and size/value expectations.
Top complaint: leaking pump
Buyer phrase: smaller than expected
Ad hook: glow without sticky residue
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 teams who need insights, not another giant dashboard.
Amazon sellers validating product improvements
Shopify brands researching competitor weaknesses
Agencies preparing listing copy and ad angles
DTC teams monitoring ratings and sentiment changes
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.
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?
Shopify brands, Amazon sellers, DTC operators, and agencies that need quick competitor review reports before improving a product, listing, offer, or ad angle.
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