Most companies know how much they spend on ads. Very few know how much each channel actually contributes to sales.
That gap is why Marketing Mix Modeling (MMM) matters.
MMM is a statistical approach that estimates the impact of TV, digital, social, print, promotions, pricing and seasonality on business results. It also accounts for delayed effects (adstock) and diminishing returns — because the 10th lakh spent on a channel rarely works like the first.
What MMM can answer
- Which channels are creating incremental sales?
- Where is the budget being wasted?
- What happens if we shift spend from one channel to another?
- How much more can a channel take before returns flatten?
How KalkiX approaches it
We start with the business question, not the model. Then we use historical sales, media spend and key business drivers to build a model that leadership can actually use for budget decisions.
MMM is not a dashboard. It is a decision tool. Used well, it turns marketing from a cost center into an investment with measurable ROI.
If your team is planning next quarter’s media budget, this is the analysis to do first.
