app-review-mininglisted

Mines App Store and Google Play data via the Crawlora API — app details, reviews, ratings, store rankings, and similar apps — as clean JSON. Use when the user wants mobile-app reviews, ratings, store charts/rankings, or competitive ASO (app store optimization) research without scraping store pages.
Crawlora-org/crawlora-skills · ★ 0 · AI & Automation · score 72

Install: claude install-skill Crawlora-org/crawlora-skills

# App review mining & ASO Pull App Store (iOS) and Google Play (Android) app details, reviews, ratings, rankings, and similar-app lists as normalized JSON from the Crawlora API. ## When to use this skill - "What are the reviews / ratings for <app>?" - "How is <app> ranked?" / "top apps in <category>." - "Find apps similar to <app>" / competitive ASO research. - "Pull this app's details / privacy / version history." - Building an app-review sentiment or competitor-tracking pipeline. ## Setup (one-time) - Get a free Crawlora API key (2,000 credits/mo, no card) at <https://crawlora.net>. - `export CRAWLORA_API_KEY=sk_your_key_here` - All requests: `x-api-key: $CRAWLORA_API_KEY` against `https://api.crawlora.net/api/v1`. Missing/invalid key → `401`. ## How it works Choose the store (both have parallel endpoints), then the job: 1. **Find the app** — `/appstore/search?term=...` or `/googleplay/search?q=...` to resolve the app id / bundle id. 2. **Details** — `/appstore/app`, `/googleplay/app` for metadata, rating summary, description, and developer. 3. **Reviews** — `/appstore/reviews`, `/googleplay/reviews` (paginate) for the review text, score, and date to mine sentiment and themes. 4. **Rankings** — `/appstore/list`, `/googleplay/list` for store charts by category. 5. **Competitors** — `/appstore/similar`, `/googleplay/similar` for similar apps. Full endpoint list, methods, and params: [`reference/endpoints.md`](reference/endpoints.md). ## Calling the API `