Measurement

How do I know if AI assistants are recommending me?

The short answer

Ask them and count. Put a fixed set of realistic home buyer and seller questions to ChatGPT, Perplexity, Gemini, and Google AI Overviews, and record how often you are named. Repeat the same set on a schedule and the trend tells you whether your visibility work is paying off.

There is no dashboard inside the assistants that shows this, so you measure from the outside. The method is a prompt battery: a fixed list of questions a real home buyer or seller in your market would ask, phrased the way people actually phrase them. Run every question across the major assistants, note who gets named, and compute your mention rate.

Two details make the measurement honest. The question set must stay fixed, because changing the questions between runs makes the trend meaningless. And the questions must be realistic, not engineered to flatter you. "Who is the best realtor for a first home in Plano" is a real question. A question written so that only you could be the answer is not.

What to do with the number

A single run tells you where you stand today. The value compounds when you rerun the same battery every cycle: now you can connect the work done, a rebuilt website, a revived profile, new neighborhood content, to movement in the number. That connection between work and result is what most marketing never shows you.

This measurement is the spine of our monthly report, alongside your Google rankings and the leads delivered. If you want to see where you stand before committing to anything, request a free audit and we will run a battery for your market.

See where you stand before you spend a dollar.

The free audit shows how the assistants and Google treat you today, in numbers you can check yourself.

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