Abstract: Embodiments include apparatuses, methods, and systems for segmenting a target region for a target user based on payment transactions within a payment processing system. The embodiments include identifying a target user from users based on payment transaction data, and determining target regions for the target user based on the payment transaction data of the target user and users. The target user may have a propensity for initiating transaction activity in the target regions within a predetermined time period. The embodiments include generating propensity scores for the target regions based on the payment transaction data, identifying a target region for the target user based on the propensity scores, and transmitting merchant offers to the target user based on the identified target region. The propensity scores may be ranked into a list of target region rankings, where the target region is a maximum score in the list of target region rankings.

Abstract: Embodiments include apparatuses, methods, and systems for segmenting a target region for a target user based on payment transactions within a payment processing system. The embodiments include identifying a target user from users based on payment transaction data, and determining target regions for the target user based on the payment transaction data of the target user and users. The target user may have a propensity for initiating transaction activity in the target regions within a predetermined time period. The embodiments include generating propensity scores for the target regions based on the payment transaction data, identifying a target region for the target user based on the propensity scores, and transmitting merchant offers to the target user based on the identified target region. The propensity scores may be ranked into a list of target region rankings, where the target region is a maximum score in the list of target region rankings.