Inaccurate transaction categorization and budget tracking
💸 moneyproduct problemSingle report ●●●●●
A Rocket Money user reports that the app consistently miscategorizes transactions, such as labeling rent as spending money, and incorrectly calculates their paycheck and total spending.
What people do today
- Manually correcting each transaction
- Ignoring the app's budget alerts
🔧 Fix this
Ideas a builder, maker or community group could start on:
- Develop a machine learning model that learns from user-specific categorization corrections to improve future accuracy.
- Create a 'custom rule' interface where users can define specific merchant names or transaction types to be permanently assigned to specific categories.
- Build a manual override feature for paycheck recognition that allows users to define their own income frequency and amount to bypass automated detection.
Real voices
“It categorizes every purchase wrong, I try to correct it but it’s exhausting having to correct every single transaction. It counts rent as “spending money” and then tells me I’m spending more money than I earn due to the credit card I pay off every week. Also miscalculates my paycheck every time”
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