These categories reflect common complaint themes and future research pathways.
Credit ReportingAccuracy, furnishers, disputes, identity mismatch
Debt CollectionVerification, harassment, FDCPA issues
BankingDeposits, fees, closures, access
Credit CardsBilling, interest, disputes, charges
MortgagesServicing, escrow, foreclosure
Auto FinanceLoans, repossession, title issues
Student LoansServicing, repayment, forgiveness
Money TransfersPayment apps, holds, unauthorized transfers
Fraud & ScamsImpersonation, deception, financial loss
Identity TheftUnauthorized accounts and recovery barriers
Buy Now, Pay LaterFees, reporting, disputes
Digital PaymentsWallets, platforms, transaction disputes