Introduction The mental health landscape is undergoing a significant transformation, driven in part by the increasing adoption of artificial intelligence (AI) in digital therapy and online counseling. Despite the growing demand for mental health support, traditional methods often fall short due to limited accessibility, high costs, and a shortage of qualified professionals. For instance, a…