Cohort Forecasting

Top 3 podcast episodes answering this question on AskThePods · cohort forecasting.

Answer

Luke Austin breaks down the Prophit System, a forecasting framework that uses cohort-level models to predict revenue and contribution margins with high accuracy.

Source: How We Forecast Millions in Revenue for DTC Brands on Ecommerce Playbook.

Top episodes

  1. 1. How We Forecast Millions in Revenue for DTC Brands

    Ecommerce Playbook

    Luke Austin breaks down the Prophit System, a forecasting framework that uses cohort-level models to predict revenue and contribution margins with high accuracy.

  2. 2. How We Forecast $4B in GMV to 3% Accuracy

    Ecommerce Playbook

    A deep dive into the four-step operating model CTC uses to forecast $4B in GMV, specifically highlighting the cohort LTV model for predictive revenue.

  3. 3. Why Your 2026 Financial Plan Needs 3 Scenarios (Not 1)

    Ecommerce Playbook

    Taylor Holiday explains how to build a 2026 financial plan using cohort-specific retention models to value existing customer bases across different scenarios.

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