Customer chat work appears deceptively easy from the outside. It is just text on a screen. Inside the workflow, however, it requires deep domain knowledge. Studies of performance evaluation and incentives in e-commerce enterprises emphasize goal clarity, timely feedback, diversified rewards, and emp