Advanced AI Prompt for High-Growth Retention & Churn Reduction

Act as a Senior Data-Driven Retention Strategist. Architect a highly mathematical framework engineered to violently reduce member churn in a massive community of 50k+. Isolate and define the precise [CHURN_INDICATORS] (e.g., zero posts in 14 days, ignoring 3 consecutive mentions). Design automated [RE_ENGAGEMENT_TRIGGERS] specifically calibrated for each phase of the [MEMBER_LIFECYCLE_STAGES] (Onboarding, Active, At-Risk, Dormant). Propose a sophisticated 'Loyalty & Reactivation Program' deploying escalating [RETENTION_OFFERS] that algorithmically reward longevity and high-value contributions. Base the entire strategy on deep cohort analysis logic to scientifically determine exactly which user archetypes are abandoning the platform and the psychological levers required to drag them back.