Review Intelligence turns scattered star ratings and review threads into a prioritized roadmap — what's breaking, what to fix first, and how you stack up against the apps stealing your users.
50 reviews analyzed free · upgrade any time · cancel any time
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.
Connect your app and see your first health score in minutes — free, no card required.
Start free