Marketing Mix Modeling (MMM)
Marketing mix modeling (MMM) is a statistical technique that analyses historical spend and performance data across channels to estimate how much each channel contributes to overall revenue, without relying on individual user-level tracking.
Why it matters
Marketing Mix Modeling is crucial for marketers looking to optimise their strategies by understanding which channels and tactics drive the most return on investment. In today's multi-channel landscape, marketing budgets are often spread thin across digital, TV, print, and more.
MMM empowers marketers with insights into the effectiveness and efficiency of each channel. Misreading this data could lead to poor allocation of resources, underfunded successful channels, and over investment in less effective ones. By accurately assessing performance, companies can strategically adjust their marketing efforts, maximising efficiency and overall business growth.
Example
A retail company wants to increase sales across its physical and online stores. They employ MMM to analyse historical sales data and determine which marketing channels have driven the highest sales. They discover that digital campaigns significantly impact online sales, while traditional media boosts in-store traffic.
With this insight, they allocate more budget to digital campaigns for online conversions and focus on traditional media when promoting in-store events, optimising their overall strategy.