Turn Customer Reviews Into Growth Insights

Paste Your Reviews

Upload a CSV, paste text, or connect via our API. We support Amazon, Shopify, Trustpilot, Google, and any custom format.

AI Analyzes Everything

Our LLM engine clusters themes, detects emotion, identifies recurring complaints, and flags feature requests automatically.

Get Actionable Insights

Receive a structured report with sentiment scores, trending themes, competitor comparisons, and recommended actions.

Granular positive / neutral / negative scoring at both the review and sentence level. Track emotional shifts over time.

AI automatically groups reviews by topic — shipping, quality, pricing, support — without any manual tagging.

Compare your reviews against competitors to identify where you're winning and where you're losing customers.

Spot when sentiment is improving or degrading. Catch product issues before they become PR crises.

Surface the most-requested features directly from your review corpus. Prioritize your roadmap with real data.

Download professional PDF or CSV reports for stakeholder presentations. Share insights with one click.

Identify your top 3 complaint themes in under a minute

Stop spending hours reading reviews one by one

AI reads every single review — nothing missed, nothing skimmed

Fix the recurring issues customers keep reporting

“Within 2 weeks, ReviewSense helped me identify that 30% of my negative reviews were about the same packaging defect. I fixed it and my rating went from 3.9 to 4.4 stars.”

“I was spending 3 hours a week manually reading reviews. Now it's automatic — I get a full breakdown in seconds.”

“The competitive analysis showed me exactly why customers preferred the competitor's product. Immediately actionable. Game changer.”

Do I need a credit card to try it?

No. You get 3 free analyses with no CC required. You only enter payment details if you decide to upgrade to a paid plan after seeing the results.

Which review platforms are supported?

Amazon, Shopify, Trustpilot, Google Reviews, and any custom CSV format. If you have reviews in another format, contact us — we'll adapt.

How long does an analysis take?

A few seconds for a batch of 50 reviews, under a minute for 500. Processing is instant — no waiting for a report the next day.

Can I analyze my competitors' reviews?

Yes. Competitor gap detection is included in the Pro plan ($79/month). Paste your competitors' reviews and ReviewSense identifies exactly where you're losing customers.

Is my data confidential?

Absolutely. Your reviews are never shared with other customers or used to train third-party models. Each analysis is isolated in your own space.

Can I cancel at any time?

Yes, no commitment. Cancel from your dashboard in one click. No cancellation fees, no required notice period.