A system for marketing teams and the AI agents they work with.
We're building it around what they share: the company's confirmed facts, the work itself, and a measured answer to what that work changed.
What we're building first
An AI agent that shows a company why ChatGPT and other AI assistants don't cite its website, writes the exact change to make, and measures whether it worked. We're building it now and plan to test an early version by the end of 2026.