A collectible toy's first-week sales can include a concentration of preorder collections and launch-event purchases. When placing an additional order, merchandising teams need to estimate demand after the new stock arrives and calculate how much saleable inventory will remain at that point.
Separate launch sales from ongoing demand
Review sales by date, store and individual product alongside preorder, promotion and stockout records.
| Sales pattern | Replenishment consideration |
|---|---|
| Many preorders are collected on launch day | Separate these from the estimate of ordinary daily sales. Arrange supply for outstanding preorders separately. |
| Launch gifts or a limited-time promotion drive sales | Estimate demand in line with the promotions planned for the period ahead. |
| Some stores or products are out of stock | Use sales during in-stock periods and store feedback to estimate demand. |
| Supply is normal after the launch period | Use subsequent daily sales, allowing for weekday and weekend differences. |
For a plush toy with many preorders collected on day one and ordinary sales thereafter, the team can use subsequent daily sales to estimate replenishment needs, then add outstanding preorder quantities. This gives a more relevant basis than extrapolating directly from launch-day volume.
PEKON's retail solution for collectible toy brands provides product-series, store-transaction and related business records for analysing new-product sales. The extent to which preorder and campaign records are linked depends on product configuration and the agreed project scope.
Use supply lead times to decide when to reorder
Before ordering, confirm when current stock is expected to sell out, when additional stock can arrive, and the supplier's order deadline.
| Inventory and supply conditions | Ordering approach |
|---|---|
| Sufficient stock and a short replenishment lead time | Observe a few more selling days before confirming the quantity. |
| A long lead time requires an early order | Use the sales evidence available to set an initial additional quantity. Split orders where supply conditions allow. |
| The launch event will have ended by the arrival date | Base the quantity on demand after the event. |
Split orders must meet minimum order quantities, pack sizes and production-batch requirements. If a stockout is expected before the delivery arrives, assess earlier delivery or an inventory transfer separately.
Calculate stock at arrival and the suggested order quantity
Start with total demand for the period the replenishment is intended to cover. Deduct the saleable inventory expected to remain when it arrives and other inbound stock available for the same period to calculate the replenishment gap.
The following is a hypothetical example: an additional order is placed one week after launch, arrives a week later, and is intended to cover seven days of sales after arrival.
| Calculation item | Quantity |
|---|---|
| Total demand for seven days after arrival | 100 units |
| Saleable stock expected to remain at arrival | 25 units |
| Other inbound stock available for the same period | 15 units |
| Suggested order quantity before pack-size and other constraints | 60 units |
The 25 units are the stock remaining after expected sales during the waiting period. They exclude the separately listed 15 inbound units. The merchandising team then confirms the final order against pack sizes, minimum order quantities and available supply.
PEKON's ordering and inventory optimisation solution supports differentiated replenishment rules, parameter configuration, and the confirmation or adjustment of order suggestions. The merchandising team estimates future demand; the system calculates suggested quantities using configured rules. Data connections, calculation formulas and supply constraints depend on the product version and project scope.
Retain the demand estimate, ordered quantity and expected arrival date. At the next replenishment review, compare them with actual sales and deliveries to refine the parameters.