Disorder supply and demand under random demand brings about pressure to business inventory management. On the premise of random demand in network marketing and taking into account the factors of out of stock loss, inventory disposal cost and demand probability, etc., establishes random storage model to find business optimal order quantity and optimal profits. The empirical analysis confirms the usefulness of the model.