App Store Review Intelligence

Analyze negative reviews from App Store apps to identify opportunities and common pain points.

Setup

1. Install dependencies:

   bundle install
   rake db:migrate

2. Create a .env file with your OpenRouter API key:

   echo "OPENROUTER_API_KEY=your_key_here" > .env

Usage

Analyze top apps for a keyword:

ruby app_store_review_intelligence.rb analyze "photo editor"

View analysis history:

ruby app_store_review_intelligence.rb history "photo editor"

What it does

This tool:

• Searches the App Store for top apps matching your keyword
• Collects negative reviews (1-3 stars) from those apps
• Uses AI to identify common patterns and opportunities
• Caches results to avoid redundant API calls