Ride-hailing services in India have become a routine part of urban mobility, offering convenience, affordability, and accessibility across cities of all sizes. Understanding how frequently different groups use these platforms helps service providers, investors, and urban planners make smarter decisions about fleet availability, pricing strategies, and app features. Both male and female users show strong engagement with ride-hailing, though subtle differences in usage patterns point to distinct behavioral tendencies worth noting for targeted service improvements.