A distributed computing system for managing solutions for print device support requests includes a print device having a user interface, a solution data store, and a solution processing system in communication with the print device. The system receives a support request from the print device that includes print device data pertaining to an issue with the print device. The system uses the print device data to generate a search query, and queries the solution data store to identify a list of possible solutions for the support request. For each selection, the system receives, from the print device, an indication of an exit status for the support request. The system correlates the possible solution associated with the selection with the print device data, generates factors based on the correlation, and uses the generated factors to update fields of a solution index in the data store for the possible solution.