Measurement
Marketing Mix Modeling
A statistical method using aggregated historical data to estimate how each channel contributes to sales.
What it means in practice
Marketing mix modeling relates changes in outcomes to channel investment while accounting for factors such as seasonality, promotions, pricing, and market conditions. It operates on aggregated data and usually supports strategic channel planning over broader periods.
Why it matters
Marketing mix modeling helps leaders allocate budget when channel effects overlap and user-level tracking is limited.
How it is used
Brands include creator and social investment as modeled inputs when estimating channel contribution and planning future budgets.
Also called
MMM, media mix modeling
Related terms
- Brand Lift StudyA survey based measurement comparing exposed and control groups on awareness, recall, favorability, or purchase intent.
- Multi-Touch AttributionA model distributing conversion credit across the several touchpoints a customer encountered before converting.
- Engagement RateA ratio of interactions such as likes, comments, saves, and shares against reach, impressions, or follower count.