What we find looking closely at how AI answers get assembled, and which sources they lean on.
Not your homepage. A working theory of the sources that shape what AI answers say about a brand, and what that means for where you spend effort.
Read →What the lines mean, which movements are real, and the three ways this chart gets misread.
Read →A link in an AI answer is not a ranking, a click or an endorsement. It's evidence of something narrower, and more useful.
Read →Tell us your domain and we'll send you a visibility report — free, no card.