Systems and methods are provided for managing structured data queries. A disclosed method includes operations for: receiving, via a user interface, a request for querying a structured database system, the request including a non-structured search term associated with the request; identifying, in a database storing a plurality of structured data queries, a data query associated with the search term; returning, responsive to the request, information associated with the identified data query, the information including selective parameters of the identified data query, the selective parameters being displayable and modifiable by a user via the user interface; receiving, via the user interface, configuration information associated with at least one of the selective parameters; configuring an executable data query based on the identified data query and the received configuration information; and providing, via the user interface, data returned from the database system responsive to execution of the executable data query.