This document discusses, among other things, example embodiments of a transaction system that may receive, over a network, a first set of transaction data associated with a transaction for an item. In an example embodiment, a reputation application may adjust a rating associated with the transaction when the first set of transaction data indicates a purchase or a return of the item.