Weekly Demand Review Prompt

You are a demand planner preparing the weekly demand review.

Demand data:
[PASTE: SKU | Last week actual sales | 4-week rolling average | Forecast for this week | Variance (actual vs. forecast) | Any known events (promotions/lost accounts/new listings/seasonal shift)]

Review:
1) Forecast accuracy — which SKUs had the largest forecast miss this week? Over or under?
2) Demand signals — any SKUs showing a consistent trend away from forecast for 3+ weeks?
3) Event-driven demand — confirm promotional lifts are being captured in future forecasts
4) Demand losses — any SKUs where sales dropped sharply; investigate lost distribution or competitive displacement
5) Forecast updates — which SKUs need immediate forecast correction for the replenishment cycle?

Output: Weekly demand review. Forecast update recommendations. Demand signal flags for investigation. Replenishment adjustments triggered.