When AI doesn't name you, it names someone else. We track exactly who, month by month, and find out why, so you know what it will take to be the firm clients hear about first.
What We Do
Every month, AI assistants answer thousands of questions from people looking for a firm like yours. Some competitors come up again and again. Others appear on one platform and vanish from the next. Directories and middlemen often take the places independents should hold. We watch the questions that matter to your business, record who gets recommended, and trace each recommendation back to the sources behind it. You get a clear picture of the field, not a pile of data.
Share of Recommendation
How often are you named, and how often is someone else? Each month we run your clients' real questions across ChatGPT, Claude, Gemini and Perplexity and record every firm named. You see where you rank, who's ahead of you, and how it's moving over time.
Source Analysis
Why does AI name them and not you? We trace competitors' recommendations back to the sources behind them, such as a press feature, a trusted directory, a page that answers pricing questions, or a strong run of reviews, so you know exactly what they have that you don't.
Monthly Action Plan
What should you do about it? We turn every month's findings into a short list of priorities, then do the work: closing the gaps, strengthening your sources, and flagging new competitors as soon as they appear.







