Research

Original data, public method

Studies on how people find local businesses, on Google and in AI answers. I collect the data, explain how, and publish it so anyone can check it.

Free check

Does AI recommend your business?

I’ll ask ChatGPT, Gemini, Perplexity and Google the questions your customers would ask and tell you whether you get named and what’s missing.