Abstract: The disclosed embodiments include methods, systems, and articles of manufacture for providing business ratings. The disclosed embodiments include, for example, a system that may be configured to access spending transaction data including at least a unique payor identifier, a payee description, a payee category code, and a postal code. The system may determine a payee identification for the spending transaction data by comparing the spending transaction data to a plurality of known payees having the same payee category code as the spending transaction data. Further, the system may access one or more historical spending transactions matching the payee category code, and generate a business rating score for a payee associated with the determined payee identification based on at least the determined one or more historical spending transactions.