Analyzing user interaction metrics within unmanned retail environments offers crucial insights into physical site optimization and user interface design. Successful terminal adoption relies heavily on intuitive software navigation, immediate touch-response feedback, and clear physical payment cues that guide users seamlessly through transactional workflows. Research published in the Kiosk...