US Patent 12002036 Enhancing merchant databases using crowdsourced browser data

Systems as described herein may enhance merchant databases using crowdsourced browser data. An electronic payment server may receive cache information associated with the first transaction from a browser extension. The electronic payment server may retrieve a transaction record for a second transaction in a transaction database, wherein the first transaction matches with the second transaction. The electronic payment server may update a merchant record in a private merchant database with a friendly merchant name based on the cache information. Upon determining that the merchant record in the private merchant database exceeds a threshold confidence level, the merchant record may be promoted to a trustworthy database, and the friendly merchant name may be presented to a user device.