- 25 buying questions tracked
- 5 competitors benchmarked
- Report on the first of the month
We record what the models actually say about your category, show you who they recommend instead, and tell you what to change.
Five brands named. Nineteen sources cited. None of them yours.
In March 2025, visitors arriving from AI assistants converted 38% worse than everything else. By March 2026 the same channel converted 42% better. That reversal took a year, and almost no brand adjusted for it.
Rankings are visible. AI recommendations are not. There is no console, no dashboard, nothing in your analytics that reports whether a model just named you or skipped you. Someone has to run the questions and write down what came back.
One document, sent on the first. Built to be read in ninety seconds and handed to whoever runs your content.
The share of real buying questions in your category where AI names your brand. One number, tracked month over month.
Who gets recommended instead of you, how often, and whether their position is climbing or slipping.
The specific sites the models pull from when answering questions in your category, and which of them have never mentioned you.
Ranked by effort against likely impact. Written as instructions, not observations.
No setup fee, no contract, cancel any time. Agencies that specialise in this work start at $3,000 a month.
Send your brand and category. We run five real buying questions and send back exactly what the models said, whether or not you were in it.