Case Study: subscription brand lifts retention with lifecycle analytics (2025)

What problem did the subscription brand need to solve? A consumer subscription brand faced slowing net growth despite steady top-of-funnel acquisition. Churn at renewal windows offset new signups. The team saw fragmented signals across billing, product analytics, marketing, and service operations. Leaders suspected that involuntary churn from failed payments, generic onboarding, and slow service recovery…

How to measure lifecycle progression: metrics and methods?

What do we mean by “lifecycle progression” in CX? Customer lifecycle progression describes how identifiable customers move from awareness to consideration, purchase, onboarding, use, growth, and renewal or recovery. A lifecycle is a set of observable states with measurable transitions. A practical lifecycle model treats stages as clearly defined states, uses event data to mark…