Top movers and demand signals
Top movers show which items have meaningful recent demand. They help teams focus attention on stock that is actively moving instead of reviewing every SKU with equal urgency.
A top mover is not automatically a stockout risk. The operator still needs current stock, inbound receipts, transfer status, lead time, seasonality, and business context.
In practice, an item may be a top mover because of a one-week promotion. Before raising a large reorder, the buyer should check whether demand is expected to continue after the promotion ends.
Forecast-to-action loop
Signal
Top mover, stockout risk, or forecast change appears.
Confidence
User checks data quality, history depth, and volatility.
Context
Stock, inbound supply, promotion, lead time, and branch demand are reviewed.
Action
Buyer creates transfer, reorder, monitor task, or escalation.
Review
Outcome is compared against the forecast and real demand.
Key takeaways
- Top movers identify meaningful recent demand.
- Demand history is not the same as future need.
- Context such as promotion, seasonality, and lead time matters.
- High movement deserves review, not automatic buying.