US Patent 10038784 System and method for providing agent guidance

A system and method for providing agent guidance is provided. Speech communicated by a user to an agent is monitored during a call within a call center. Traits of the user are identified during the call based on the speech of the user. A determination is made as to how likely the user is to accept an offer provided by the agent based on the user traits. The user is classified as belonging to one of a plurality of stages of persuasion based on the likelihood determination, and guidance is provided to the agent based on classification of the user in at least one of the classes. The offer is provided to the user based on the guidance.