Various methods and systems are provided to manage on-line transactions by categorizing users who request refunds of purchases (e.g., digital goods) and requiring certain conditions to be met before a refund is issued or processed. The conditions change for different categories of users. In one embodiment, a refund process is made progressively harder or burdensome as users are categorized in worsening refund abuse categories.