No matter how powerful LLMs get, they are objectively bad at financial transactions. Context loss, inconsistent categories, no memory between sessions.
Jupid fixes the data layer. Connect your bank — it learns your business and every vendor relationship once, then remembers forever. Transactions mapped to IRS Schedule C categories (~96% accuracy). Missed deductions found: $1,249/year average. File
your Schedule C in 5 minutes.
Works with Claude Code.
Free trial + 50% off first 3 months.
Tax season. 12 months of transactions in my bank half business, half personal. Pasted them into Claude, ChatGPT, Gemini. Works great for the first fifty. By three hundred same vendor, different category. New session starts from zero.
The models are incredible. The problem is context. Your transactions need memory that survives across sessions, devices, and models.
We spent two years building that. Jupid learns every vendor once and never forgets. 96% accuracy. Finds ~$1,249/year in missed deductions. Works in Claude Code, WhatsApp, iMessage wherever you already are.
We launch soon on Product Hunt. What's the part of tax season that makes you want to throw your laptop?
