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How 4 finance apps stack up.

Real reviews, pulled from Google Play. Each review classified by Claude Sonnet 4.6 (sentiment, complaint vs feature request, category). Themes clustered by Claude Opus 4.7. One run, sorted worst → best.

What you're looking at: we pulled the 30 most-recent Android Play Store reviews for each app, asked Claude to classify them, and clustered the complaints + requests into actionable themes. Hit any card to read the full theme breakdown — what users hate, what they want, and a draft Linear ticket for each issue.

Crypto.com Android

android · co.mona.android 30 reviews 10 complaints · 1 requests
2.00
★ avg
6 2 22
positive 6 neutral 2 negative 22
Top high-severity issues
  • sev 5 Login/OTP verification failures block account access · 5 mentions
  • sev 5 App crashes / fails to launch on v3.232.0 · 4 mentions
  • sev 5 Funds inaccessible: withdrawal, sell, and unexpected deductions · 4 mentions
  • sev 5 Buy/checkout flow fails at end of purchase · 1 mentions
  • sev 5 Privacy/security concerns and scam accusations · 3 mentions

Coinbase Android

android · com.coinbase.android 30 reviews 8 complaints · 2 requests
3.13
★ avg
13 4 13
positive 13 neutral 4 negative 13
Top high-severity issues
  • sev 5 Funds inaccessible due to account locks/verification drops · 5 mentions
  • sev 5 Payment method setup errors (bank/card add fails) · 3 mentions
  • sev 5 Unhelpful / slow customer support · 6 mentions
  • sev 5 Login / biometrics / passkey failures · 2 mentions
  • sev 4 High fees & minimum balance withdrawal restrictions · 3 mentions

Robinhood Android

android · com.robinhood.android 30 reviews 6 complaints · 1 requests
4.17
★ avg
22 2 6
positive 22 neutral 2 negative 6
Top high-severity issues
  • sev 5 Account security & identity compromise concerns · 2 mentions
  • sev 5 Repeated email/account creation prompt on every launch (v2026.18.2) · 1 mentions
  • sev 4 Account closure & fee/pricing frustration · 2 mentions

Cash App Android

android · com.squareup.cash 33 reviews 8 complaints · 2 requests
4.73
★ avg
26 5 2
positive 26 neutral 5 negative 2
Top high-severity issues
  • sev 5 Login blocked by false 'no connection' error on v5.48.0 · 1 mentions
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