I tried using ChatGPT for my taxes. It forgot everything by transaction #300

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?