Advantage+ and Performance Max took targeting away from operators. Creative is the main input you still control, and most teams are testing it in ways that produce noise instead of signal. Here’s a framework that works.

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.

AI answers are absorbing the clicks your organic strategy was built on. How to measure what’s actually happening, show up in AI results, and reframe organic’s job before the traffic chart forces the conversation.

AI personalization in ecommerce has real capability and real measurement risk. Most teams can’t tell which they’re experiencing–and here’s how to fix that.

A practical look at the marketing shifts worth preparing for in 2026, beyond the usual AI-everything noise.

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.