Systems, methods, and apparatuses for automated population of responses into query fields of a form are discussed. The responses are based on data in a networked user data repository maintained by a first party, and the form is presented by a second party. A login request for access to data in the user data repository may be received from a remote computing device. If access to the data in the user data repository is authorized, descriptors for at least one of the query fields may be received, and based on the descriptors, it may be determined whether any responses to any query fields are contained in the user data repository. Query fields may be populated with responses obtained through the data repository. The user provides the second party with information that is made available to the first party without separately inputting the information into the form of the second party.