Abstract: Embodiments for intelligently matching a user to an agent for a communication session are disclosed. In one example, a system that comprises a computing device that is configured to initiate a first communication session with a first agent client device and generate interaction data associated with the user from the first communication session. A user segment classification is determined for a user account. A user request is received to initiate a second communication. The computing device identifies an agent account of a second agent to participate in the second data communication session. T second communication session is initiated between a client device and a second agent client device associated with the agent account.

Abstract: Embodiments for intelligently matching a user to an agent for a communication session are disclosed. In one example, a system that comprises a computing device with a processor and a memory. The system also includes machine-readable instructions stored in the memory, that when executed, cause the computing device to at least receive a request from a client device to communicate with an agent. The request is associated with a user account. Interaction data associated with the user account is identified. User scores for the user account are determined based on the interaction data. A user segment for the user account is determined based on the user scores. The system identifies an agent to participate in the communication session based on the agent being associated with the user segment and establishes the communication session between an agent client device of the agent and the client device.