Understand reviews faster
Separate bugs, feature requests, UX issues, billing or subscription problems, and ordinary feedback while seeing priority and related modules.
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ReviewPilot
Use AI to organize App Store reviews and turn user feedback into product signals.
An AI-powered App Store review management tool for indie developers and small app teams. Connect App Store Connect, filter reviews by rating, version, region, and key issues, then analyze review type, priority, related modules, and user intent.
ReviewPilotUse AI to organize App Store reviews and turn user feedback into product signals.
- Source
- App Store Connect
- Filters
- Rating, version, region, key issues
- AI analysis
- Type, priority, module, intent
- Reply flow
- Language-aware draft, human confirmation
Key points
What this app helps you do
App Store ConnectRating and region filtersReview type and priorityAI reply draftsPrompt templatesHuman confirmationDemo ModeKeychain storage
Use cases
When you might use it
Reply to global users carefully
Create editable drafts that fit the review language and tone, while keeping final human confirmation before publishing.
Plan from feedback
Capture valuable comments as trackable follow-up items so App Store reviews feed product decisions.
Core features
Common capabilities
Connect App Store Connect
View apps and customer reviews in one workflow, then filter by rating, version, region, and key issues.
Identify valuable feedback
Classify bugs, feature requests, UX issues, billing or subscription problems, and general feedback with priority and related modules.
Draft editable replies
Generate reply suggestions that match the review language, tone, and user intent.
Customize prompt templates
Adapt analysis and replies to your product, support style, and workflow.
Before you start
Privacy and common questions
Privacy and data boundaries
App Store Connect private keys stay in local Keychain. AI provider API keys stay in local Keychain. Real review replies require human confirmation before publishing. Subscriptions do not include AI model credits or usage fees.
Can I try it without App Store Connect credentials?
Yes. Demo Mode lets you explore the core workflow without connecting a real account.
Will AI publish replies automatically?
No. AI creates editable drafts; developers confirm before publishing real replies.
Start using
Download and support
Continue to the App Store, product docs, or support pages.
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