Topic: Attribution
All the articles about "Attribution".
GA4 Data-Driven Attribution: How It Works & When to Use It
Updated:GA4's default attribution model uses machine learning to fairly credit every touchpoint. Learn how data-driven attribution works, why it replaced last-click, and when to use it.
Incrementality: Measuring What Your Marketing Actually Caused
Incrementality measures what your marketing actually caused, not what it happened to sit next to. Learn how lift tests work and why they beat attribution.
Marketing Attribution Models: The Definitive Guide
Updated:A working marketer's guide to attribution models: what each one does, which to trust, when attribution is worth your time, and why there is no single right answer.
Markov Chain Attribution: Crediting Channels by What Breaks Without Them
Markov chain attribution credits channels using the removal effect: how much your conversions would drop if a channel disappeared. Here is how it works.