Studies
What AI actually says about agents, measured.
We publish the method, the measurement window, and the limitations with every finding. If a number here cannot be checked, it should not be here.
The visibility gap
Among the 25 highest-producing agents in Broward County, production varies by a factor of five. Their appearances in AI answers vary by a factor of three thousand. Six were never named at all.
Read the study →Study 02What AI reads before it names you
If production does not explain who gets named, something else does. Two doors lead into an answer and a third leads nowhere. Each finding is threaded from the sentence an assistant produced back to the page it read to say it.
Read the study →Where the answers are wrong
Where AI states things about agents that are factually wrong, and how often those errors persist across a measurement window.
How far four assistants disagree
How far four assistants disagree with each other about the same agent in the same market on the same day.