Publishers are using chatbots more frequently in the ever-changing world of digital media to increase user engagement and look into new revenue streams. With the advent of GenAI technology, chatbots are becoming more sophisticated, offering users personalized interactions and valuable services. However, the question of Return on Investment (ROI) looms large as publishers navigate the