Mobile App Reviews → Sentiment Analysis → Support Tickets

intermediate30 minPublished Mar 4, 2026
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Monitor app store reviews, analyze sentiment, and automatically create support tickets for negative feedback requiring immediate attention.

Workflow Steps

1

App Store Connect API

Fetch new mobile app reviews

Set up automated polling of App Store Connect API and Google Play Console API to retrieve new reviews every hour. Filter for reviews from the last 24 hours and extract rating, text, version, and user country.

2

OpenAI GPT-4

Analyze review sentiment and extract issues

Send review text to OpenAI API with a prompt to classify sentiment (positive/neutral/negative), identify specific issues (crash, UI, performance, feature request), and determine urgency level. Extract actionable feedback points.

3

Zendesk

Create support tickets for negative reviews

For reviews classified as negative or urgent, automatically create Zendesk tickets tagged with 'mobile-review', app version, and identified issue type. Include original review, sentiment analysis, and suggested response in ticket description.

Workflow Flow

Step 1

App Store Connect API

Fetch new mobile app reviews

Step 2

OpenAI GPT-4

Analyze review sentiment and extract issues

Step 3

Zendesk

Create support tickets for negative reviews

Why This Works

By combining automated review monitoring with AI sentiment analysis, teams can prioritize responses to the most critical feedback while identifying patterns in user complaints across app versions.

Best For

Product and support teams need to proactively address negative app store reviews before they impact ratings and downloads

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