How Todd Solved Forecasting for Amazon Agencies and Brands

Written by MixShift co-founder Todd Vanderstelt, a former Amazonian who built Amazon's Hands Off the Wheel demand forecasting automation. This article covers the problem of gut-based ad budget decisions and building a regression-based forecasting model that factors in ad spend, trend, and seasonality. The model produces confidence intervals, outlier detection, and coefficient analysis.