iOS App Store Reviews Scraper

Scrape and monitor App Store reviews for any iOS app — ratings and review text for review monitoring and product feedback.

Public reviews only — reviewer identities are shown exactly as published on the source platform.

Coverage note: this source doesn't return a result for every input, so output is best-effort where the data is public.

⏰ Run this as a weekly review monitor (recommended)

New reviews land continuously. Schedule a weekly sweep (0 8 * * 1) and catch fresh reviews as they post — always-on review monitoring.

📊 What you get

Clean JSON, one record per review (full output has 23 fields):

• app_id — App id
• app_name — App name
• developer — Developer
• average_rating — Average rating
• total_ratings — Total ratings
• price — Price
• app_url — App url
• bundle_id — Bundle id
• current_version — Current version
• primary_genre — Primary genre

Pricing: $0.050 per review (Pay-Per-Event) — about 20 reviews per $1.

🤖 Use with AI agents

Point Claude, the OpenAI Agents SDK, an n8n flow or any MCP-aware client at it and pull data on demand.

Agentic payments (x402): Supports agentic payment via x402 — agents can call this actor with USDC, no API key required.

🔗 Related actors

Review & app intelligence family — monitor reviews across every platform, score them, pipe them to Notion:

Apple App Store · Google Play Store · Google Play Reviews · Google Maps Reviews · Amazon Reviews · Capterra Reviews · AI Sentiment Analyzer · Review Intelligence to Notion

Agent front door — Review Intelligence MCP: Review Intelligence MCP

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Public web data, assembled for research and monitoring.