The embodiments described herein are directed to computer-implemented visual query matching methods and systems for implementing thereof. An example method includes storing first query data including queries associated with a first set of users, wherein each query includes selected criteria from multiple query criteria and first filter data for the multiple query criteria: storing second query data including metadata and queries associated with a second set of users, wherein each query includes selected criteria from the multiple query criteria and second filter data for the multiple query criteria: determining, by a processor, matching users from the second set of users for a first user of the first set of users; and providing, by the processor to the first user, a dashboard display including a matrix of the matching users.