As our cities grow increasingly complex, the challenge of efficient urban navigation becomes a critical concern for urban planners, transportation agencies, and everyday commuters alike. The advent of digital technologies has radically transformed how we traverse urban environments, offering new possibilities for route optimization, congestion management, and user engagement. Among these innovations,...