Glossary

Marketing Mix Modeling (MMM)

Statistical modeling that quantifies the incremental revenue contribution of each marketing channel.

Marketing Mix Modeling (MMM) is a top-down statistical technique that quantifies the incremental revenue contribution of each marketing channel using historical aggregate data. MMM works without user-level tracking, making it privacy-resilient and ideal for the post-cookie, iOS-restricted, GDPR-constrained marketing era. Modern MMM uses Bayesian methods (e.g. Meta's Robyn, Google's Meridian, LightweightMMM) to handle non-linear saturation curves, ad-stock decay, and external factors like seasonality, weather, and competitor activity. Empire325 builds MMM systems that produce channel-level incremental ROAS and inform budget reallocation decisions monthly or quarterly.

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Performance Analytics

Marketing measurement, MMM, and incrementality testing to prove ROAS at the channel and creative level.

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