How we measure what AI tells your buyers
Five parts, one short page each. Start anywhere.
Every part follows one rule: the same questions, asked the same way, so a change in the number is a change in you.
From a buyer's question to a number you can move
Locked, so the trend measures you.
Every question, on every AI tool in your plan, every week.
Result, sentiment, position, sources.
With the runs behind each one.
Pick the part you want to understand
The questions we ask
Written the way your buyers ask. Most never name you, so we learn whether AI finds you on its own.
Read about the questions 2The AI tools, and how often
Five AI tools on Starter and Pro, six on Advanced. Each question is asked three times, every week.
Read about the AI tools 3How we read each answer
Not in the answer, mentioned, cited or recommended. Plus sentiment, position, rivals and sources.
Read about the reading 4The two scores
The Live Visibility Score, tracked every cycle, and the Visibility Stack Score an audit sets.
Read about the scores 5How to read the results
What counts as a real move, how long a fix takes to show, and what a score cannot prove.
Read about the results ▶See it on real accounts
Sentiment, competitors, citations and actions from monitored businesses, names blurred.
See the examplesFour results on every answer
Different questions each week. A rise could be you, or it could be easier questions.
The same questions every cycle, asked the same number of times. A rise you can trust is a rise in you.
See the approach on your own market.
Start full monitoring, where we ask the AI tools for you, or upload answers you already collect.