Ride-hailing services in Argentina serve a broad range of daily travel needs, from early morning trips to late-night journeys, giving providers multiple windows to capture rider demand throughout the day. Understanding when men and women choose to book rides helps operators allocate driver supply more precisely, reduce wait times, and design targeted promotions that match actual usage habits. For ride-hailing platforms, aligning incentives and pricing strategies with peak demand periods by gender can directly improve both rider satisfaction and revenue efficiency.