Order = demand − stock entering October (on hand + PO in production − summer sell-through), rounded to case & MOQ.
For ad-driven items, demand scales with the ad budget you enter: last-year units × (budget ÷ last-year spend), floored at the forecast and capped at last year × 1.3. Blank budget = forecast only.