1. A system, comprising: a processing device; and a memory device in communication with the processing device, the memory device storing instructions that when executed by the processing device result in: receiving a geographic location indicator associated with a plurality of geographic location-based rules stored in a database accessible through a query server; prompting a user to enter a business type classification selection at a business-type classification interface on a first interactive user display; performing a first query of the database through the query server to retrieve a data set from the plurality of geographic location-based rules stored in the database that matches the geographic location indicator and the business-type classification selection based on receiving the business-type classification selection at the business-type classification interface on the interactive user display; receiving the data set from the query server in response to the first query of the database; prompting the user to enter a search description input and a search type selection on a second interactive user display based on no match identified in the data set for the business-type classification selection or an absence of receiving the business type classification selection prior to triggering the first query; performing a second query of the database through the query server to retrieve the data set from the plurality of geographic location-based rules stored in the database that matches the geographic location indicator and the search description input for the search type selection based on receiving the search description input; receiving the data set from the query server in response to the second query of the database; extending the second interactive user display to include a confirmation pane with a confirmation request for the business type classification selection responsive to the second query; expanding a classification portion of the first interactive user display based on detecting an affirmative response to the confirmation request for the business type classification selection at the second interactive user display; formatting the data set as a list comprising one or more entries, each of the entries comprising a numeric classification code and a corresponding description; outputting the list on the first interactive user display as one or more user selectable instances of the one or more entries; and populating one or more fields of the expanded classification portion of the first interactive user display based on detecting a selection of one of the one or more user selectable instances of the one or more entries.