Tally is a single-feature tool for solo rental operators who run their businesses on Facebook Marketplace. You paste a Messenger conversation, and Tally extracts a structured booking with dates, items, pricing, and customer details. No integrations. No browser extensions. No API keys.
The product exists because rental operators lose bookings in chat threads. They negotiate pricing, confirm dates, and arrange delivery all inside Messenger. Then they copy details into a spreadsheet, a notebook, or their memory. Things get lost. Tally fixes that by turning unstructured chat into structured data in seconds.
Tally is built by AQM Hub in Toronto, Canada. AQM Hub builds focused AI products for underserved niches.
This is not a venture-backed startup chasing growth at all costs. Tally is a small, intentional product built to do one thing well and charge a fair price for it.
Facebook does not offer a public API for Messenger conversations. Most tools that claim to integrate with Marketplace either scrape the DOM, require a browser extension, or ask for permissions that operators are uncomfortable granting. Tally takes a different approach: copy the conversation, paste it in, get a booking. It works today, on any device, with zero setup.
The text you paste is never stored. It lives in memory during extraction and is discarded immediately after. Customer names, phones, and addresses are encrypted at rest. Every time that data is decrypted, an entry is written to the audit log. Credit card numbers and government IDs are stripped before the conversation reaches the AI.
Full details on our Privacy page.
Questions, feedback, or partnership ideas: hello@aqmhub.com