New: Import Feature Requests from App Store Reviews
Turn App Store reviews into actionable feature requests. AI-powered filtering extracts what users really want from your reviews.

Your App Store reviews are a goldmine of feature requests. Users tell you exactly what they want — but that feedback gets buried in review threads. Now you can import it directly into FeaturePulse.
Import Reviews as Feature Requests
Connect your App Store listing and automatically import reviews that contain feature requests. FeaturePulse uses AI to identify reviews asking for new features, improvements, or changes — and converts them into actionable feature requests.
How It Works
Step 1: Connect Your App
Enter your App Store app ID in Settings > Integrations. FeaturePulse fetches your recent reviews automatically.
Step 2: AI-Powered Filtering
Not every review is a feature request. Our AI analyzes each review and identifies:
- Feature requests ("I wish this app could...")
- Improvement suggestions ("Would be great if...")
- Missing functionality ("Why can't I...")
- Enhancement ideas ("Please add...")
Generic complaints, praise, and bug reports are filtered out — you only see actionable feature requests.
Step 3: Review and Import
Preview the extracted feature requests before importing. Each one includes:
- Original review text
- AI-generated title and description
- Star rating context
- Review date
Select the ones you want to import, and they're added to your feature request backlog instantly.
Why This Matters
Never Miss User Feedback
Users share feature ideas in App Store reviews all the time. Without a system to capture them, these insights disappear into the void.
Real User Language
Feature requests from reviews use your customers' actual words. This helps you understand how they think about your product and what terminology resonates.
Prioritize with Context
Imported reviews show the star rating. A feature request from a 2-star review might indicate a frustrated user at risk of churning. A request from a 5-star review shows what your happiest users want next.
Save Hours of Manual Work
Stop copying and pasting from App Store Connect. Import dozens of feature requests in seconds instead of hours.
Best Practices
Regular Imports
Set a reminder to import new reviews weekly or bi-weekly. Fresh feedback keeps your roadmap aligned with current user needs.
Combine with MRR Data
Imported reviews don't have MRR data by default. If you can identify the reviewer as a customer, link them to capture their revenue weight.
Deduplicate Smartly
Multiple users often request the same feature. Use FeaturePulse's duplicate detection to merge similar requests and see true demand.
Get Started
App Store reviews integration is available on all paid plans. Head to Settings > Integrations and enter your App Store app ID to start importing.
Turn your App Store reviews into your product roadmap.