claude-app-reviews / data /summary.json
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{
"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": {
"appStore": {
"sampleSize": 939,
"pricing_value": 171,
"rate_limits": 60,
"bugs_reliability": 128,
"vs_competitor": 220,
"model_degradation": 9,
"refusals_safety": 58,
"memory_context": 16,
"praise_quality": 158
},
"googlePlay": {
"sampleSize": 279,
"pricing_value": 40,
"rate_limits": 17,
"bugs_reliability": 27,
"vs_competitor": 29,
"model_degradation": 3,
"refusals_safety": 9,
"memory_context": 5,
"praise_quality": 45
},
"reddit": {
"sampleSize": 392,
"pricing_value": 73,
"rate_limits": 35,
"bugs_reliability": 37,
"vs_competitor": 49,
"model_degradation": 10,
"refusals_safety": 28,
"memory_context": 16,
"praise_quality": 24
}
},
"moneyAndLimitsShare": {
"appStore": 24.6,
"googlePlay": 20.4,
"reddit": 27.6
},
"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": [
{ "app": "Claude", "developer": "Anthropic", "iosRatings": 201437, "iosScore": 4.72, "androidRatings": 614011, "androidScore": 4.53 },
{ "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 }
]
}