Ride-hailing services in Mexico benefit from strong daily demand across multiple time windows, with commuting periods playing a central role in how riders plan their trips. Understanding when men and women choose to book rides helps platforms allocate driver supply more effectively, set dynamic pricing with greater precision, and design targeted promotions that match actual usage behavior. For ride-hailing operators, aligning fleet availability with gendered demand patterns can directly improve service reliability and customer retention across the day.