Kael Voss

Kael Voss spent eight years building measurement infrastructure for performance marketing teams across Germany, the Netherlands, and Switzerland before concluding that most attribution models are sophisticated-looking lies. He writes about the structural gap between what ad platforms report and what actually drives revenue with a particular focus on data architecture, signal quality, and the math that media buyers pretend to understand. He does not use metaphors.