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Examples for SaaS Churn Pattern Analyzer

Explore real-world examples showing how this skill works with different inputs and outputs.

Pre-Churn Behavior Pattern Analysis

Statistical analysis comparing churned vs retained user behaviors, generating risk scoring formula, SQL queries for at-risk identification, Python scripts, and tiered intervention playbook with email templates.

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Cohort Churn Anomaly Investigation

Systematic investigation framework for identifying why a specific cohort has elevated churn, with SQL queries, statistical validation, root cause decision tree, and week-by-week action plan.

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Exit Survey Strategy for Freelance PM Tool

Creates complete exit survey with response-boosting tactics, personal outreach email templates, and churn categorization framework for an early-stage product with low churn volume.

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