Intermediate
Acquisition, UTMs, and attribution in plain English
Learn how visitors arrive, how campaign tags work, and why attribution is a model rather than absolute truth.
Browse 18 comprehensive articles and 25,159 words of practical learning. Search inside every chapter, filter by discipline, or follow the series in order.
Learn how visitors arrive, how campaign tags work, and why attribution is a model rather than absolute truth.
Build focused analyses with free-form tables, funnels, paths, segments, and careful interpretation.
Understand where each grouping tool works, when membership begins, and how identity affects interpretation.
Connect analytics and advertising without confusing measurement, conversion actions, audience eligibility, or modeled credit.
Turn metrics into careful recommendations, build a portfolio case study, and communicate uncertainty clearly.