{
  "title": "Claude App Reviews — It's the Money, Not the Model",
  "snapshotDate": "2026-07-16",
  "source": "Crawlora",
  "homepage": "https://crawlora.net",
  "repository": "https://github.com/Crawlora-org/claude-app-reviews-data",
  "license": "CC-BY-4.0",
  "companionStudy": "https://crawlora.net/blog/claude-app-reviews-money-not-model",
  "corpusSize": {
    "total": 1610,
    "appStore": 939,
    "googlePlay": 279,
    "reddit": 392
  },
  "themeCounts": {
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      "pricing_value": 171,
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      "bugs_reliability": 128,
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      "model_degradation": 9,
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  "moneyAndLimitsShare": {
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  },
  "starDistribution": {
    "appStore": {
      "writtenSample": { "1": 278, "2": 72, "3": 91, "4": 90, "5": 408 },
      "trueAggregate": { "1": 8746, "2": 2071, "3": 3513, "4": 8900, "5": 178207, "total": 201437 }
    },
    "googlePlay": {
      "writtenSample": { "1": 71, "2": 14, "3": 16, "4": 17, "5": 161 },
      "trueAggregate": { "1": 49324, "2": 9223, "3": 13364, "4": 35722, "5": 506359, "total": 614011 }
    }
  },
  "rankHistory": [
    { "date": "2026-06-19", "usIosTopFreeRank": 9 },
    { "date": "2026-06-20", "usIosTopFreeRank": 9 },
    { "date": "2026-06-21", "usIosTopFreeRank": 9 },
    { "date": "2026-06-22", "usIosTopFreeRank": 9 },
    { "date": "2026-06-23", "usIosTopFreeRank": 8 },
    { "date": "2026-06-24", "usIosTopFreeRank": 5 },
    { "date": "2026-06-25", "usIosTopFreeRank": 7 },
    { "date": "2026-06-26", "usIosTopFreeRank": 9 },
    { "date": "2026-06-28", "usIosTopFreeRank": 11 },
    { "date": "2026-06-30", "usIosTopFreeRank": 12 },
    { "date": "2026-07-01", "usIosTopFreeRank": 11 },
    { "date": "2026-07-08", "usIosTopFreeRank": 9 },
    { "date": "2026-07-14", "usIosTopFreeRank": 10 },
    { "date": "2026-07-15", "usIosTopFreeRank": 7 },
    { "date": "2026-07-16", "usIosTopFreeRank": 9 }
  ],
  "competitiveBenchmark": [
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    { "app": "ChatGPT", "developer": "OpenAI", "iosRatings": 8641725, "iosScore": 4.83, "androidRatings": 51184375, "androidScore": 4.77 },
    { "app": "Gemini", "developer": "Google", "iosRatings": 1991310, "iosScore": 4.72, "androidRatings": 39712132, "androidScore": 4.58 },
    { "app": "Grok", "developer": "xAI", "iosRatings": 1300072, "iosScore": 4.88, "androidRatings": 3490694, "androidScore": 4.83 },
    { "app": "Perplexity", "developer": "Perplexity AI", "iosRatings": 486341, "iosScore": 4.83, "androidRatings": 2021073, "androidScore": 4.58 }
  ]
}