The local taxi and cab market has witnessed a remarkable transformation in a years. Fueled by the rise of ride-hailing players like Uber and Ola, the scene has become increasingly crowded. Now, passengers have a extensive range of mobility options, such as traditional radio taxis, app-based cabs, auto-rickshaws, and and luxury vehicles. This report