Keywords: Customer Churn Analysis, SaaS Retention AI, Excel Cohort Analysis Felix Berger ran a streaming service. Users were leaving after the free trial. Felix was stuck in the dark. He extracted user behavior data into Excel to create cohort analyses. He then plugged this data into ChurnZero . The AI identified the "moment of truth": users who didn't create a profile within 24 hours churned. Felix implemented an AI-driven onboarding email that walked users through profile setup immediately. Churn dropped by 15%. His service finally ranked in the top 10 on Google Play for streaming apps. Felix demonstrated that a Smart Businessman uses AI to find the leak in the bucket before the bucket is empty.
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