Disclosed are various embodiments for providing an item purchase experience for users wishing to repeat purchases of items when previously purchased items are out-of-stock or otherwise temporarily unavailable. Alternative items are identified for an item that is determined to be unavailable. A user interface is generated to include a listing of previously purchased items, including an item listing for the unavailable item. The item listing for the unavailable item further includes the alternative items for display and user interaction.