Forecasting Accuracy

Answer

Luke Austin details a four-step operating model used to predict profit and revenue with 3% accuracy across a $4B GMV dataset.

Source: How We Forecast $4B in GMV to 3% Accuracy on Ecommerce Playbook.

Top episodes

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

   Ecommerce Playbook

   Luke Austin details a four-step operating model used to predict profit and revenue with 3% accuracy across a $4B GMV dataset.

2. 2. Unbiased eCom Forecasting Starts with a Reality Check

   Ecommerce Playbook

   Richard Gaffin discusses why unbiased data is essential for accurate forecasting and how to avoid the trap of overestimation in growth targets.

3. 3. The Modeling System That Powers 30%+ Revenue Growth

   Ecommerce Playbook

   A breakdown of the specific modeling systems (Retention, Event Effect, Creative Demand) that drive highly accurate daily P&L forecasts.

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