Glossary/Measurement & Attribution/Budget Optimization (Scenario Planning)
Measurement & Attribution
Budget Optimization (Scenario Planning)
Using model outputs such as MMM response curves to simulate spend scenarios and reallocate budget across channels for the best expected return.
By Brandon Mina·CEO, BrandPilot AI·Updated November 2026
Short answer
Budget optimization, or scenario planning, is the use of model outputs, such as marketing mix model response curves, to simulate different spend scenarios and reallocate budget across channels for the best expected return. It helps marketers answer what-if questions, such as how results might change if spend in one channel rises or falls.