Marketplaces aggregate products from several providers and handle orders involving several suppliers automatically. We report on an application of Answer Set Programming for automatically selecting products from different warehouses within the network of a marketplace to fulfill a given order. The presented solution easily accommodates different objective functions that are employed at different stages of managing an order, enabling economic savings for the customer as well as simplification of logistics for both the marketplace and its suppliers.