App Store Review Responder & Insights Pipeline Automation
Runs daily to pull new reviews from both the Google Play Store and Apple App Store uses Claude to categorize each review by type and sentiment, auto-generates personalized replies, routes bug reports directly to Jira as tickets, and compiles a weekly "Voice of User" digest sent to Slack — giving your team actionable user feedback without manually reading a single review.
Kick off daily review ingestion
Pull new reviews from Play Store
Pull new reviews from App Store
Merge Android + iOS reviews into single list
Classify review type, sentiment, and priority
Append classified review to Notion DB
Log review-sourced bug to Jira backlog
Update Notion row status to Skipped
Generate platform-appropriate response
Review and approve Claude's reply in Notion
Submit reply via Google Play Developer api
Copy reply and post manually in App Store Connect
Trigger weekly insights generation
Query reviews database for past week
hare Voice of User digest with team
Recipe
19 nodes · 5 phasesApp Store Review Responder & Insights Pipeline Automation
Runs daily to pull new reviews from both the Google Play Store and Apple App Store uses Claude to categorize each review by type and sentiment, auto-generates personalized replies, routes bug reports directly to Jira as tickets, and compiles a weekly "Voice of User" digest sent to Slack — giving your team actionable user feedback without manually reading a single review.