ExpensePattern: Subscription Leak Detector
Analyzes your bank transactions to find forgotten subscriptions and recurring charges you've stopped using, then auto-negotiates refunds or cancellations.
The Problem
The average person has 8-12 active subscriptions but can only name 3-4 of them. Forgotten subscriptions waste $200-500 per year per household, buried in credit card statements with vague merchant names. Most people never realize the money is leaking until they manually audit months of transactions.
Target Audience
Busy professionals and families with 3+ subscription services who check their bank statements irregularly; secondary: personal finance apps like Mint/YNAB users wanting deeper insights.
Why Now?
Plaid API adoption is mainstream, making bank connection frictionless. Claude's ability to reason about transaction descriptions and spending patterns is now reliable enough to replace manual auditing.
What's Missing
Existing solutions focus on negotiating *known* bills (insurance, utilities). No tool specifically detects *unknown* forgotten subscriptions by pattern-matching transaction history and inferring non-use. Banks don't surface this data clearly.
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