Glossary/Measurement & Attribution/Marketing Mix Modeling (MMM)
Measurement & Attribution
Marketing Mix Modeling (MMM)
Statistical modeling of aggregate sales data to estimate each channel's contribution and optimal budget.
By Brandon Mina·CEO, BrandPilot AI·Updated November 2026
Appears in Lesson 8 of Programmatic 101
Short answer
Marketing mix modeling (MMM) is a statistical method that analyzes aggregate historical data, such as sales and spend by channel, to estimate each marketing channel's contribution to results. It also accounts for factors like pricing, seasonality, and promotions. Because it needs no user-level tracking, MMM is widely used for budget planning in a privacy-focused environment.