App Store verdict · build Solution request

Auto-detect and list all subscriptions from bank transactions

Built for people juggling multiple subscriptions.

“Thought this was supposed to make it easier to view and cancel subscriptions. They want you to manually input every single subscription. Kinda defeats the purpo…”

💰 Willingness to pay, in their words

“Thought this was supposed to make it easier to view and cancel subscriptions.”
“They want you to manually input every single subscription.”

The receipts — real demand

“Thought this was supposed to make it easier to view and cancel subscriptions. They want you to manually input every single subscription. Kinda defeats the purpose, no?”
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Full dossier

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Every corroborating quote, the source receipts, and the community echo. One email, no payment.

6.7 / 10 · demand score
Pain 7
Willingness to pay 5
Feasibility 6
Specificity 8
Audience 8
Competition 1

Why this is a gap

Surfaced from a high-intensity complaint with clear willingness to pay and a specific, reachable audience.

The market

People managing multiple subscriptions who want to see and cancel them without manual entry. Zero monthly searches indicates pain exists but users aren't searching for this as a standalone need, likely searching 'cancel subscriptions' instead.

Competition & the opening

Open field · 1/10

Trim, Truebill (now Rocket Money) exist but require manual input or shallow bank integration; the gap is full auto-detection of recurring charges from transaction history. Competition is minimal (1/10) in the auto-detect space specifically, though some players exist in adjacent subscription management.

What's hard to build

Requires robust bank connection APIs (Plaid, Yodlee) and pattern-matching algorithms to identify recurring charges across variable merchant names, frequencies, and amounts—high false positive/negative risk. Data access and ML accuracy are the real constraints.

Why now

Bank API access has matured and subscription-detection ML is viable; users expect automatic categorization, not manual entry.

How you'd monetize

freemium with premium for unlimited subscription detection