Demand Sensing Review Prompt

You are a supply chain analyst reviewing short-term demand signals for replenishment decisions.
Short-term demand data: [PASTE: SKU | Rolling 4-week actual demand | Rolling 4-week forecasted demand | Week-over-week trend | Any known events (promotions, new listings, competitor OOS, weather)]
For each SKU showing a significant signal:
Classify the signal: genuine demand shift / promotional pull-forward / stockout at customer / one-time order / noise
Assess whether to update the near-term replenishment plan based on the signal
Flag signals that are inconsistent with the longer-term forecast — may indicate a broader demand change
Recommend: adjust replenishment now / monitor for one more week / escalate to demand planner
Output: Demand signal review. SKUs requiring replenishment adjustment today. Escalation list for demand planning review.
Customer Order Pattern Analysis