Summary  
This chapter covers how to implement a state machine–style workflow to model sequential user interactions and apply attribution algorithms (such as first-touch, last-touch, and time-decay) to calculate each event’s contribution. It also explains how to instrument events and aggregate analytics across nonlinear flows.  

General domain of usage  
Digital marketing analytics

Map out the **customer journey**, which moves from awareness to advocacy, to optimize strategies at each stage. 

**Touchpoints and attribution modeling** analyze how customers interact with your brand and which steps contribute most to conversions. Tools like **First-Touch** or **Time-Decay models** identify effective touchpoints, optimizing resource allocation and strategy refinement.

Learn how to build effective content strategies, establish content pillars, and create actionable content calendars. Delve into the fundamentals of blog content, understand the balance between educational and entertaining content, and discover the power of evergreen content. The course also covers how to repurpose content for maximum reach and introduces the basics of content distribution. Designed for marketers looking to develop a content-first mindset and elevate their brand's content game.

Customer Journey Mapping