Use when designing viral loops, improving activation rates, running retention experiments, or building growth models
When trying to accelerate user acquisition, activation, or retention through product-led, data-driven experiments.
Find the biggest leak in the funnel — that's where to focus.
Built-in virality:
Viral coefficient K > 1 means exponential growth.
Find the "aha moment" (first time user experiences core value):
Tactics: