Against the KPI written into the brief before launch — awareness lift, branded search, registrations, deposits, or pipeline depending on the campaign's job — with a baseline captured beforehand. In-flight, we optimize afterward, we report what actually happened, including the parts that didn't work. A campaign report with no bad news is a sales document, not analysis.