MMM went from enterprise-only to genuinely accessible, but most of what’s written about it is either a vendor pitch or a statistics paper. Here’s the operator’s version: when it’s worth it, what it needs, and how to tell if yours is lying.

A practical blueprint for building a measurement stack that survives privacy changes, platform drift, and attribution uncertainty–so you can make budget decisions with confidence.