AI app reviews manager

App reviews: monitor, reply, improve — automatically

Agent monitors new reviews on App Store, Google Play, and other platforms (AppAdvice, TrustPilot). Classifies: bug-reports (creates issue), feature-requests (adds to roadmap), negative-emotion (needs immediate reply). Generates personalized, empathetic responses. Tracks trends (what's praised, what's complained about). $19/mo.

366k+⭐ OpenClaw on GitHub
<5minutes to launch

Sound familiar?

What's eating your time

Reviews go unanswered — users feel unheard, no sign you're listening

No system — random people reply or no one does; feedback gets lost

Bugs in reviews don't make it to roadmap — complaints pile up, you miss patterns

Low ratings = traffic loss in App Store; even one unreplied bad review hurts conversion

Capabilities

What your AI agent can do

Real-time review monitoring

Agent monitors App Store (iOS, macOS), Google Play, and other platforms (AppAdvice, TrustPilot, Appfigures). Push notification on new review.

Classify and route

Bug-report (⭐1–2, crash, error keywords) → create GitHub issue. Feature-request → add to Jira/Linear roadmap. Complaint → escalate + priority. Praise (⭐5) → save for testimonials.

Generate review responses

Bug: 'Thanks for reporting! Fixing in v2.1.' Feature: 'Great idea! Adding to roadmap.' Complaint: 'Sorry. Contact support.' Tone: professional, empathetic.

Review trend analysis

Weekly: which features praised? which bugs complained about? Rating trend (up/down)? What triggered changes (new version, competitor, marketing)?

Developer integration

Buggy reviews → GitHub/Jira issues created. Feature requests → Linear roadmap with priority (how many asked). Feedback loop closed.

Works with your tools

App Store Connect
Google Play Console
Slack
GitHub
Jira
Linear
How it works

Get started in a few steps

1

Connect App Store and Google Play

Give agent access to App Store Connect (iOS), Google Play Console (Android), other platforms (AppAdvice, TrustPilot). Set: keyword alerts, who replies (human or agent).

2

New reviews arrive in real-time

User leaves review on App Store: '⭐⭐ App crashed when I tried to upload a photo.' Agent sees it immediately (or next minute).

3

Agent classifies and acts

Bug-report (crash) → creates GitHub issue 'App crashes on photo upload'. Generates response: 'Sorry! Fixing in 2.1.' Marks as 'bug-report'.

4

Responses and status updates

Response publishes on App Store (from your account). New version released → agent adds: 'Fixed in 2.1!' + update link.

5

Weekly insights report

Agent sends weekly report: top bugs, top feature-requests, rating trend, which versions cause complaints, prioritization recommendations.

FAQ

Frequently asked questions

Option 1: Generates response → you approve → publishes. Option 2: You allow auto-publish (recommended for simple cases, human review for critical).

Want OpenClaw — without the DevOps?

OpenKlo is managed hosting for the original OpenClaw. Same agent, live in 3 minutes.

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