Article

Ultimate Guide To Ecommerce Forecasting

Cogsy Free Intermediate

A practical walkthrough of how demand forecasting actually works for a DTC brand replacing spreadsheets, useful whether or not you end up buying the tool, because it explains what inputs (sales velocity, lead times, seasonality) any forecasting method needs.

• Forecasting quality depends on clean sales-velocity and lead-time data
• Seasonal and promotional patterns need to be modeled explicitly, not eyeballed
• Purchase-order timing should flow directly from the forecast, not a separate gut call