EXPLAINER16 Sept 2026
About 60% of the pages an AI cites about your industry are different the next day.
Read the piece →WHAT WE ASKED
what sources do AI models read about my industry
THE BLOG
How AI models describe and recommend brands
We test what AI assistants say about companies and their products, then publish what we measured. Each piece shows the actual numbers we recorded and says plainly what the test does not tell you.
FINDING16 Sept 2026
You find out by asking the model directly, because standard web signals on your site will not tell you if it recognises your business.
how do I know if ChatGPT knows my brand
HOW WE TEST
Every figure here is recorded with the date, the models used and the question it came from. Some are built on runs repeated over days, some on a single pass. Each piece ends with what it was measured on and what it does not tell you, and that is the method for that piece.