AI assistants and search engines cite whoever publishes the data. Almost nobody in your industry publishes any · which means the first real study wins the empty field. We research it, write it, and publish it on your domain: how many businesses your trade has, how fast they open and fold, what the survivors do differently, or the numbers hiding in your own work · anonymised and aggregated, the data nobody else on earth holds.
What ships: one original research piece on your website · data from public registers, your own operational records (with your written consent, anonymised), or measurement of your competitive field · method disclosed so anyone can check it · FAQ schema and machine-readable structure so AI can read and cite it · an llms.txt entry · and a drafted pitch to your trade's press, ready for you to send.
The honest scope: we built this exact engine for ourselves first · sixteen studies across our own sites, from joinery survival rates to agency pricing · and we measure signals, not guarantees. Nobody controls what an AI cites. What we control is giving it something in your name genuinely worth citing.