1. A method of restoring backup data on a computing device, the method comprising: receiving a request to restore an item from a backup; determining that the item was previously purchased or downloaded from an online store; and retrieving a copy of the item from the online store using information related to the purchase or download of the item, where the method is performed by one or more hardware processors.