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Review intelligence for mobile teams

Your users already told you what broke.

RevyLens reads every App Store and Play review, groups the repeats into named issues, and tells you within hours when a release starts drawing complaints — in whatever language they arrive in.

No account needed for the fictional demo. Start a Pro trial without a credit card when you are ready to analyse your app.

Reviews
4,164
Read across 4 apps, last 90 days
Languages
13
Analysed across reviews
Clusters
37
6 moved this week
Cluster formed6.4.0

Face ID sign-in fails after the 6.4.0 update

Mentions
40
Languages
6
Days old
4
An illustration of review text in English, German, Turkish, Spanish and other languages, with one recurring complaint brought into focus: Face ID sign-in fails after the 6.4.0 update.
How it works

Four steps, and only one of them makes the pile smaller.

Most tools stop at a sentiment score. The useful work is grouping the repeats — that's where a few thousand reviews turn into a list you can act on before lunch.

Ingest
4,164reviews

100% of the arriving volume

Everything, from both stores

App Store Connect and Play Console, backfilled 90 days on connection and polled hourly after that. Ratings, versions, devices and countries come with it.

Read
13languages

100% of the arriving volume

Read, with originals intact

Reviews are read in full rather than keyword-matched. English translations are available on demand and cached per review revision; nothing is filtered out here.

Cluster
37clusters

0.9% of the arriving volume

Repeats become one issue

The same complaint written twelve ways collapses into a named issue or request, carrying the versions, devices and reviews that formed it.

Route
6moved this week

0.1% of the arriving volume

Only what changed reaches you

The workspace keeps evidence and change metrics together. Alert delivery and GitHub Issues routing are available only to approved private-beta workspaces.

DetectRelease radar

You'll know before the rating does.

Store ratings average everything you have ever shipped, so they barely move when a release goes wrong. Complaint volume moves the same day. RevyLens compares the days since a release with the same stretch before it and names what changed.

Pick a release
Regression detectedJul 31, 2026

New authentication stack

  • Rebuilt sign-in on the new authentication stack
  • Shorter idle session window for compliance
  • Card controls moved into the account tab
Review volume
+62%
81 → 131
Mean rating
-1.23
4.17 → 2.94
Negative share
+38pt
11% → 49%

Reviews per day, 4 days either side of 6.4.0

  • Negative
  • Neutral and positive
Started after this release
  • Face ID sign-in fails after the 6.4.0 update36 mentions in 4 days
  • Session expires roughly every two minutes15 mentions in 4 days
  • Opening an account took minutes14 mentions in 4 days
  • Card freeze switch turns itself back on9 mentions in 4 days
Quieted down
  • Spending categories with monthly budgets4 → 1 mentions
  • Export statements as CSV4 → 1 mentions
  • Payment notifications arrive hours late3 → 1 mentions
ClusterEvidence

Every number opens to the reviews behind it.

A cluster is not a summary you have to take on trust. It's a list of real reviews in the language they were written in, with the version, device and country attached to each one.

Clusters on Northwind Pay · iOS
Evidence

Transfers sit on “Processing” for hours

7 in the last 7 days
  • 2 out of 5 starsLarissaPortuguese · BR6.4.022h ago

    I made an instant transfer and it stayed in processing for almost a day. The balance had already been debited.

    Fiz uma transferência instantânea e ficou em processamento por quase um dia. O saldo já tinha sido debitado.

  • 2 out of 5 starssam.pEnglish · US6.4.02d ago

    Instant transfers to other banks sit on Processing for hours. The receiving bank shows nothing, so I have no idea whether to send it again. Support told me to reinstall, which only helped for a day.

  • 1 out of 5 starsD. FuentesSpanish · CL6.3.01w ago

    The transfer has been in Processing for six hours and the money has already left the account. There's no way to know if it arrived.

    La transferencia lleva seis horas en Procesando y el dinero ya salió de la cuenta. No hay ninguna forma de saber si llegó. Por lo demás la app está muy bien.

Showing 3 of 123 reviews in this cluster. The full list is filterable by version, device, country and rating.

Capabilities

Built for the questions a mobile team actually asks.

Not a dashboard of averages. The things you need on the Monday after a release, and on the Thursday when someone asks what users want next.

Recurring issues, named

The same complaint written twelve different ways collapses into one issue with a title you can put in a ticket. Counts, first seen, last seen, and the reviews that formed it.

Requests ranked by demand

Feature requests are kept apart from defects, because the decision is different. Each one carries how many people asked and whether that number is still growing.

Attributed to a build

Every cluster knows which versions it appears on. When something starts on one build and nothing before it, that is stated plainly rather than implied.

Device and country breakdown

See whether a crash is everywhere or on two device families, and whether a complaint is global or coming from one market.

Original language, on demand

Request an English translation when you need one; it is cached for that review revision and the original always remains available alongside it.

Evidence-backed alert rules

Alert rules and outbound delivery are in limited beta. General workspace configuration is not exposed yet.

Works withApp Store ConnectGoogle Play ConsoleGitHub Issues · private betaCSV export
Pricing

Priced on reviews read, not on installs.

Start with a 14-Day Pro Trial and no credit card. Pro includes up to 35K reviews a month, release intelligence and on-demand translation. GitHub routing remains in private beta.

Annual billing saves roughly two months.

Starter

One app, one team, everything that matters.

$32/month equivalent

$384 billed annually

Reviews
10,000
Apps
1
Seats
3
  • 10,000 reviews a month
  • Issue and request clustering
  • 90 days of history
  • Issue and review exports
  • CSV export
Join the beta

Pro

Most teams

For teams shipping on a release cadence.

$74/month equivalent

$888 billed annually

Reviews
35,000
Apps
6
Seats
10
  • 35,000 reviews a month
  • Release intelligence and alerts
  • GitHub Issues ticket creation
  • 24 months of history
  • On-demand, cached translation
Start 14-Day Pro Trial

No credit card required.

Scale

For product portfolios with more apps and collaborators.

$166/month equivalent

$1,992 billed annually

Reviews
150,000
Apps
20
Seats
25
  • 150,000 reviews a month
  • Cross-app portfolio view
  • Release intelligence and alerts
  • GitHub Issues ticket creation
  • On-demand, cached translation
  • 24 months of history
Join the beta

Enterprise

Custom capacity for larger organisations.

Custom
Reviews
Custom
Apps
Unlimited
Seats
Unlimited
  • Custom review volume
  • Unlimited apps and seats
  • Cross-app portfolio view
  • GitHub Issues ticket creation
  • On-demand, cached translation
Contact sales

Paid billing is not active during the beta. New eligible workspaces begin with the no-card 14-Day Pro Trial; plan prices are shown for transparency ahead of billing availability.

Volume is counted on reviews read in a month, not on installs. Going over the cap pauses ingestion rather than charging you — you choose whether to upgrade.

Questions

The parts people ask about first.

Still deciding? The demo workspace is the fastest answer — it runs the full product against four sample apps, including a release that went wrong.

App Store Connect and the Google Play Developer API, using credentials you provide. We backfill 90 days on connection and poll hourly after that. Nothing is scraped, and read access is enough unless you want to reply from inside RevyLens.

Ready when you are

Point it at your listing and see what the last 90 days were actually about.

Connecting an app takes a set of store credentials and about two minutes. The first analysis covers 90 days of history, so there is something to read before you finish your coffee.

No credit card required.