App Development

3 App Store Research CLI Tools

Research the App Store before you build — with your AI agent.

Download App Store reviews for any app to see what customers love or hate about an app. Grab App Store icons and screenshots for any search term to see what the competition looks like.

Using these tools with Codex or Claude can help you shape your marketing strategy for your next app or your current app.

Research Tools Designed for Agents:

1. Download app reviews for any app

2. Download icon grids for any search term

3. Download the top screenshots for any search term

Top 16 "photo collages" icons — pulled in seconds.

The App Store Research CLI Tools let you and your agent explore the App Store. Find an angle for your own app style — and pull the customer language you need for your App Store description.

Not sure if a feature is something customers want? Look at the App Store reviews and find out.

Get 3 Free App Store CLI Tools

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    Use the tools to research what's already selling, pull customer language from real reviews, and find an angle for your own app.

    Built by Paul Solt — indie iOS/macOS developer. I use these same tools to market and sell my own apps.