Marketing Science8 min read
Google Meridian: How Causal MMM Works at Enterprise Scale
How Google's Meridian brings causal inference to marketing mix modeling at global scale
Cyril Noirot
August 15, 2025
How Google's Meridian brings causal inference to marketing mix modeling at global scale
No spam. Technical articles on forecasting, pricing, and decision systems.
Learn how Mixed Integer Programming (MIP) with discretized response curves solves marketing budget allocation problems using branch-and-bound methods.
A practical tutorial implementing causal marketing mix modeling with DoWhy, including code examples and a complete toy dataset
Walk through real-world MMM optimization scenarios using Mixed Integer Programming. See how to discretize response curves, formulate constraints, and solve practical reallocation problems with actual numbers.