App Review Analytics: Feature Requests by Theme
Reads new App Store and Google Play reviews, flags the ones asking for something, and clusters them so you can see which request repeats most.
What this run is set to
The settings saved on this example. Every one of them is editable once you open it on Apify — these are a starting point, not a limit.
| Setting | Value | What it does |
|---|---|---|
Apps to monitor | — | Each app: an optional label plus an App Store URL and/or a Google Play URL. |
Max reviews per app per run | 250 | Upper bound on reviews fetched per app per store, most-recent first. |
Only new since last run | on | Emit and triage only reviews that are new or changed since the last scheduled run (recommended, this is what makes it a monitor. |
Store country | us | Two-letter store country code (e.g. us, gb, de, fr, jp). |
Flag bugs & crashes | off | Surface bug/crash reviews as urgent items (with text + version). |
Flag billing complaints | off | Surface billing/refund/subscription reviews as urgent items. |
Flag feature requests | on | Count feature-request reviews separately. |
Cluster recurring themes | on | Group similar new reviews (e.g. '5 new reviews mention login failure after v4.2'). |
Pricing
$0.0004 per review = $0.4 per 1,000
| You are charged for | When | Price |
|---|---|---|
| Review processed | The returned review got processed | $0.0004 |
| Report generated | The job report got generated | $0.005 |
| App checked | The user checked an app | $0.004 |
| AI triage generated | generated AI triage | $0.0005 |
Pay-per-event pricing: you are billed per result, not per subscription. Billing is handled by Apify on your own account. These are the live Apify store prices, in effect since 2026-08-04, and they are what you are actually charged.
What you get
A structured dataset — each result includes fields like:
app_idbucket_countschanged_countclustersfresh_countlabelnew_countrating_afterrating_beforerating_changerating_drop_alertrun_atstore_ratingsstoresExport every run as JSON, CSV or Excel, or send it to your app, a database, Google Sheets, or an AI agent.
More use cases for App Review Triage Monitor — App Store & Google Play Alerts
- Try
- Play Store and App Store Review Scraper for CrashesApp Review Management: Billing and Refund ComplaintsApp Review Monitoring for Your App and Rival Apps
Built on App Review Triage Monitor — App Store & Google Play Alerts — every input, output field, price and the full how-to are on the tool page.
Where this tool sits
- Categories
- App Store Data Monitors & Alerts Reviews & Reputation Data
- Platforms
- App Store & Google Play