The RFM segmentation method in direct marketing is based on three main criteria: Recency, which indicates the date of the last purchase; Frequency, which measures how often purchases are made; and Monetary Value, which represents the average purchase amount over a defined period. These three key elements allow for the classification and targeting of customers based on their purchasing behavior.