App Analysis

AI-powered review analysis that extracts pros and cons from user reviews.

Endpoint

GET /api/insights/{store}/app/{bundleId}/analysis/

Path Parameters

When store is -, the API fetches reviews from both stores and produces a unified analysis.

Query Parameters

Example Request

GET /api/insights/-/app/com.spotify.music/analysis/?country=us&lang=en

Response

Returns an AI-generated analysis of the app’s reviews:

{
  "platform": "unified",
  "bundleId": "com.spotify.music",
  "totalReviews": 45,
  "analysisDate": "2025-02-25T10:30:00.000Z",
  "pros": [
    "Excellent music discovery and personalized playlists",
    "Clean, intuitive interface",
    "Great podcast integration",
    "Seamless cross-device experience",
    "High-quality audio streaming"
  ],
  "cons": [
    "Frequent ads on free tier",
    "Shuffle algorithm feels repetitive",
    "Occasional playback issues",
    "Battery drain on mobile devices",
    "Limited offline features for free users"
  ],
  "platforms": {
    "apple": { "reviews": 20, "available": true },
    "google": { "reviews": 25, "available": true }
  }
}

The analysis examines up to 30 recent reviews with meaningful content. If the OpenAI API is unavailable, the endpoint falls back to keyword-based extraction.

Cache

This endpoint uses private caching only (no edge cache) since results are AI-generated and may vary:

Errors