app-store-review-arbitrage

Official

Analyze competitor reviews to find broken promises and improve your app's marketing.

AuthorVarnan-Tech
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill analyzes competitor reviews from App Store or Google Play, identifies broken promises, and generates a copy brief with actionable insights to improve your app's marketing.

Core Features & Use Cases

  • Review Analysis: Collects up to 200 public low-star reviews and clusters them into named themes.
  • Broken Promise Detection: Compares the competitor's store description against the complaint clusters to identify marketing overclaims.
  • Copy Brief Generation: Outputs a copy-ready brief with complaint clusters, broken promise map, landing page headlines, and ad copy directions.
  • Use Case: Run this Skill on a competitor's app to uncover review patterns that can be used to improve your own app's marketing copy and strategy.

Quick Start

Use the app-store-review-arbitrage skill to analyze reviews for a competitor's app. For example: analyze competitor reviews for 'https://apps.apple.com/us/app/notion-notes-tasks-ai/id1232780281'

Dependency Matrix

Required Modules

google-play-scraper

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: app-store-review-arbitrage
Download link: https://github.com/Varnan-Tech/opendirectory/archive/main.zip#app-store-review-arbitrage

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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