An inventory management, and a shipping/returns management system can be analyzed to determine various performance characteristics of an e-commerce operator, such as whether the latter maintains sufficient items to meet demand, whether distribution is occurring in a timely fashion, etc. The systems are analyzed using one or more anonymous proxy accounts.