app-review-analyzer

## Prerequisites - **Chrome browser** with Claude in Chrome extension (for reading store reviews) - No API keys required — all analysis is done through live browser interaction - Supports **iOS App Store** and **Google Play Store** ## Mode Selection Ask the user which mode they need: 1. **Competitive Analysis** — Analyze a competitor's reviews to find gaps and opportunities 2. **Own App Management** — Analyze your own app's reviews to prioritize fixes, surface feature requests, and draft professional responses If the user provides a competitor's app, use Competitive Analysis mode. If they mention "my app" or "our app," use Own App Management mode. --- ## Competitive Analysis Mode ### Step 1: Navigate to the App Listing Open the app's store page in Chrome: - **iOS App Store:** Search on apps.apple.com or use a direct link - **Google Play:** Search on play.google.com or use a direct link Confirm the correct app with the user before proceeding. ### Step 2: Collect Reviews Systematically Read reviews in two passes: 1. **Most Recent** — Sort by newest first. Read at least 30-50 reviews to capture current sentiment. 2. **Most Critical** — Sort by lowest rating (1-star, then 2-star). Read at least 20-30 critical reviews to surface pain points. For each review, note: - Star rating - Date posted - Review text (key quotes) - Whether the developer responded ### Step 3: Categorize Reviews Assign each review to one or more theme categories: | Category ...