Research

Original-data studies on how AI search actually behaves, including how close our own tool is to what the live app shows.

• We tested our own tool against two live AI surfaces. Here is exactly how close it is.. Most AI-visibility tools measure an API and call it "what AI says about you." Almost none tell you how far that is from what a person actually sees. We measured our own gap against two different live surfaces. Across 12 buyer queries, our API overlapped the logged-out Gemini app 58% and Google's live AI Overview 56%, and the surprising part is that both numbers are the same rate at which the engine agrees with itself between two runs.