“We were spending two weeks per campaign building page variants by hand. MODE cut that to a single afternoon — and the output is more coherent than anything our team was producing manually. The semantic layer actually makes decisions we used to argue about in review.”

“We were maintaining three separate page templates for the same product — one for each stage of the funnel. MODE collapsed that into a single semantic source of truth. The resolution engine makes the right call; we review and ship.”