A system and method for collecting data about merchants or service establishments that accept credit cards or charge cards as payment for goods and services, segmenting the merchants into groups, generating risk scores for the merchants based upon each merchants' group and, based upon the risk scores, providing information to a card issuer to take remedial action for merchants that are at higher risk for entering into a debit balance.