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Find duplicate subscriptions in card statements with Claude Cowork
WorkedEvidence: Described by posterPosted Last checked
Claude Cowork coded through Saul Kropman's six months of statements and flagged duplicate ChatGPT/Claude spend of $180–$370 a year.
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Here are six months of credit-card statements. Write and run code to find every recurring charge, especially duplicates, tools I thought I canceled, and billing mistakes. Rank by yearly waste and tell me what to cancel or call about. Do not contact any company for me.
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Optional stronger version
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Before you start, ask me 1–3 short questions about the details below and wait for my answers. Once I've answered, confirm the plan in one line and run the whole task start to finish. Goal: Audit my card statements for recurring charges and duplicates. Questions to ask me first: - How many months of statements do I have? - Which subscriptions do I know I still want? - Should yearly or monthly cost lead the ranking? Inputs (fill in or confirm): - Statements: [CSV / PDF FILES] - Window: [6 MONTHS] - Keep list: [OPTIONAL] Rules: - Use code to aggregate merchants, not memory alone. - Flag duplicates and "thought I canceled" renewals. - Estimate yearly waste. - Do not cancel or email merchants. Checkpoint: Show the top five recurring merchants before the full table. If you get stuck: If a merchant name is ambiguous, mark it for my review. Verify before you finish: Yearly totals reconcile to the sum of matched charges. Output: A ranked cancel/keep table with yearly cost and notes. Done when: I can cancel or call on the high-waste rows myself.
AI tool
Outcome
Saul Kropman fed six months of credit-card statements into Claude Cowork, which ran Python over the data and flagged paying for both ChatGPT and Claude ($180–$370 a year wasted), Grammarly at $95 every 6 months that should already have been canceled, two LinkedIn Premium accounts, Priority Pass billing errors, and a heavy Uber Eats pattern. Regular Claude chat was not enough; Cowork's code path made the audit systematic. Kropman notes the irony of adding a $100 Max plan to find cancellations—and that it paid for itself in one session.
Evidence: Described by posterThe person describes what happened in words, without screenshots or video.
Source
- Posted
- by Saul Kropman
- Last checked
- Method:
- How we verify
Context: Date estimated from LinkedIn's 9-month stamp. Dollar ranges are the author's. En dash used for $180–$370.
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