Disclosed are various embodiments for facilitating expedited registration of sellers in an electronic marketplace. It is determined in one or more computing devices whether a buyer in an electronic marketplace is preapproved for registration as a seller in the electronic marketplace based at least in part on one or more factors related to a history of the buyer in the electronic marketplace. The buyer is invited to register as a seller in the electronic marketplace using an expedited registration process when the buyer is preapproved. The expedited registration procedure leverages previously collected data that is associated with the buyer to omit one or more data collection tasks.