Review Intelligence automatically analyzes your Google Play and App Store reviews to uncover bugs, feature requests, customer pain points, competitor opportunities, and roadmap priorities—so you know exactly what to build next.
50 reviews analyzed free · upgrade any time · cancel any time
Free plan is free forever — no countdown, no trial to race
AI assistants are excellent at answering questions. But managing app reviews requires collecting, organizing, tracking, comparing, and acting on feedback over time.
Review Intelligence is built for this job.
| AI Assistant | Review Intelligence |
|---|---|
| Copy & paste reviews | Import automatically |
| One-time analysis | Continuous monitoring |
| Manual prompts | Purpose-built workflows |
| No historical tracking | Trend analysis |
| No competitor dashboard | Competitor intelligence |
| Generic AI | Built specifically for app reviews |
Turn thousands of customer reviews into actionable product insights.
Instead of reading reviews one by one, Review Intelligence automatically identifies:
Find recurring issues before they hurt ratings.
Discover what users ask for most.
Detect slow performance, battery, login, and stability problems.
Learn which features delight users.
Track how customer feedback changes after every release.
See where competitors are winning—or falling behind.
Prioritize what to build next using real user feedback.
Measure how each update affects ratings and reviews.
A prioritized action list — decisions you can act on today.
See which complaints are accelerating before they become critical.
Flags exactly which app version a complaint spike started with.
| Situation | Old tools tell you | Review Intelligence tells you |
|---|---|---|
Rating dropped 0.3 stars No other context | Rating dropped from 4.2 → 3.9 | Concentrated in reviews from v5.1 — a real regression signal, not organic drift. Worth a hotfix before it spreads. |
Users complaining about a bug Phrased 10 different ways | "crash" keyword spiked +14% | "Ghost screen", "blank flash", "screen goes dead" — recognized as the same rendering bug, and growing. |
Competitor's rating jumped From 3.8 → 4.3 this month | Competitor rating increased | Their new offline mode drove the spike — and it's frequently requested in your own reviews too. A real switching risk. |
Reviews in multiple languages Hindi, Tamil, Hinglish | Translated then classified (accuracy drops) | Read natively — regional idioms, emoji-heavy reviews, mixed-language all understood in context. |
Users requesting a feature Across many reviews | "dark mode" appears in 8% of reviews | Dark mode is your most-requested feature, with real churn-signal language behind it. Here's what they want specifically. |
Two stores, thousands of reviews, and an algorithm on each side that quietly changes what it rewards. Reading it all yourself doesn't scale — and guessing what matters costs you rating, ranking, and retention.
Play Store and App Store users complain about different things, in different formats, on different timelines. Cross-referencing them by hand is a part-time job nobody has time for.
By the time a rating drop shows up on your radar, it's already cost you downloads and ranking. The reviews that predicted it were sitting there days earlier.
Every unanswered 1-star review sitting near the top of your listing is doing quiet damage to conversion — and writing a good reply to each one, by hand, doesn't happen at scale.
Health score, sentiment trend, and a ranked list of what's actually hurting you — refreshed daily, not something you rebuild by hand every Monday.
An angry 1-star crash report and a hopeful feature request don't deserve the same canned response. Generate replies that read like a person wrote them, one at a time or a thousand at once.
Track competitor ratings, what their users praise and criticize, and the exact feature gap costing you the comparison. Decide what to build next with evidence, not a hunch.
| App | Rating | Users praise | Users criticize |
|---|---|---|---|
| You | 4.2★ | — | — |
| Competitor A | 4.4★ | Offline mode | Pricing |
| Competitor B | 4.1★ | Clean UI | Crashes |
Most negative reviews either get no reply at all, or the same generic line copy-pasted a hundred times. Neither one gives the reviewer a reason to come back and change their rating.
Paid for the full version and it still won't let me export. Tried on two different phones, same issue both times. Wasted my money.
Sorry for the inconvenience, some features may be affected by device settings.
Paid for the full version and it still won't let me export. Tried on two different phones, same issue both times. Wasted my money.
Sorry about this — export failing on two separate devices points to a bug on our end, not a settings issue. We're looking into it now. Please email support@yourapp.com with your device model so we can fix your case directly and refund if needed.
What ranks a listing, what counts as a "helpful" review, what a developer reply is worth — all of it moves over time, differently on each platform. Review Intelligence is built around that reality instead of ignoring it.
So when crash mentions spike, you know exactly which release caused it — not just that "crashes are up."
We compare what your users actually say against what's sitting in that field today — and flag the gap, instead of copying a Google Play tactic that doesn't apply here.
If a metric can't be backed by real review data, it doesn't ship as a confident claim on your dashboard. That discipline is what lets us adapt fast when a platform changes — nothing is held together by an assumption we can't check.
Not just "something happened" — a real alert links straight to the flagged review with a reply already drafted.
A clean summary for your boss, client, or co-founder — the same insight from your dashboard, packaged to send.
Connect Play Store and App Store links for the same app and see them combined, or broken out platform by platform.
Compare against a real snapshot from days ago, not a guess — comparisons only unlock once there's real history to check.
Issues ranked by how many users they're hurting, not just listed in the order reviews arrived.
No fabricated metrics, no fake certainty — if we can't back a number with real data, we don't show it as one.
Paste your Google Play or App Store link — takes 30 seconds
Our AI reads hundreds of real reviews so you don't have to.
Health score, top complaints, sentiment trends etc — all in one dashboard.
Reply to reviews, track competitors, download reports for your team.
Usually 2–3 minutes. We fetch your reviews from the store and run them through AI analysis — the more reviews your plan includes, the slightly longer it takes.
No. You only need your app's public Google Play URL. We fetch reviews directly — no developer account or console access required.
Yes! Connect both your Google Play and App Store links for the same app and see combined insights or break them out platform by platform. iOS multi-country support available on paid plans.
Yes — available on Starter, Growth, and Enterprise plans. Add competitor app links and see their ratings, what users praise, what they criticize, and the exact feature gap between you and them.
Free plan: one-time analysis. Paid plans: daily automatic sync — your dashboard updates every night even if you never log in.
No countdown to race — the Free plan is permanently free (1 store link, one-time analysis), not a time-limited trial. Want a paid plan's deeper features? Subscribe and cancel any time from Billing, no long-term contract.
Yes — reviews are read natively in their original language, whatever mix of languages your store gets (Hindi, Tamil, Hinglish, and others included), no separate translation step. Every insight is written back to you in English.
Depends on your plan — Free includes 1 store link, Indie 2, Starter 5, Growth 8, and Enterprise is custom. One app connected on both Google Play and the App Store uses 2 links. Full breakdown on our pricing page.
Yes — cancel any time from your account's Billing settings, no long-term contract. Upgrades apply immediately; downgrades take effect at your next billing cycle.
Plans start at $0 and range up to $149/mo for Growth, with a custom Enterprise tier for larger portfolios. See the full plan breakdown and pricing.
Connect your app and see your first health score in minutes — free, no card required.
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