Search may be performed on a user device, such as a handheld electronic book reader device. A search query term may be received. Text of a collection of electronic items stored in memory of the user device may be searched, using an item index and/or a master index, for the queried term. Search results may be returned identifying locations in the electronic items at which the queried term appears.