Systems and methods for processing payment requests via a series of matching operations are described. Rules that compensate for incomplete or inaccurate information are applied to customer requests and stored merchant information to create identifiers, or “tokens.” Tokens can be searched for, compared, and matched with confirmed merchant information, allowing for the identification of merchants known to financial institutions despite erroneous or missing information in the customer request.