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Larger outcome

6 Recipes

Customer and product analytics

Recipes for building customer value, retention, segmentation and product behaviour models that business teams can reproduce.

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6 Recipes

  • Compute historical customer lifetime value with margin

    The payback conversation uses a customer value from a spreadsheet nobody can reproduce, and it counts order revenue only, with no refunds and no cost of serving the orders.

    • Transformation
    • Finance

    Microsoft Fabric · MotherDuck · DuckDB · Redshift (Unified Studio), readiness Supported

  • Build retention cohorts and a churn feature table

    Marketing, finance and product each quote a different churn rate because each defines an active and a lost customer differently.

    • Transformation

    Microsoft Fabric · MotherDuck · DuckDB · Redshift (Unified Studio), readiness Supported

  • Build the MRR waterfall with net and gross revenue retention

    Finance, RevOps and the board each quote a different net revenue retention because each turns subscriptions into monthly recurring revenue its own way.

    • Transformation
    • Finance

    Microsoft Fabric · MotherDuck · DuckDB · Redshift (Unified Studio), readiness Supported