Many ag lenders are using databases to improve marketing techniques and customer segmentation in the competitive agricultural lending environment. Continual awareness of needs and perceptions of the customers is a critical element of the success of a progressive lending institution. Lenders are examining product and service use by agricultural customers to determine relationship between business and personal characteristics. The latter method is an attempt to gain a competitive edge by courting a customer at point of anticipation rather than point of sale.