Research NotesJuly 2026
Answering All 31 Methodology Questions for AI Visibility Platforms
David McSweeney asked prompt-tracking vendors 31 questions they mostly cannot answer. I am not a vendor, but I build this kind of measurement and publish the data — so here is the honest scorecard: 13 answered with numbers, 10 partial, 8 where he is simply right.