AI personalization in ecommerce is not a scam. It’s also not a strategy. Here’s why most teams can’t measure whether it’s actually working—and what to do about it.

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.