Why it exists
“Nobody could tell a business owner, plainly, whether AI recommends them.”
When a customer asks ChatGPT or Google’s AI for an electrician, a mobility scooter or a dentist, the answer names a handful of businesses. Nobody could tell a business owner, plainly, whether they were one of them — and the tools that tried printed invented “AI search volume” and a single confident score that swung by twenty points between two runs of the same question.
So this measures instead of modelling. It reads your website, writes the questions your buyers actually ask, puts them to the AI systems they use, keeps every answer, and reports the rate with the range around it. When a number can’t be known, the dashboard says so instead of guessing.
