Ride-hailing services in Mexico have become a regular part of daily mobility, offering urban commuters a convenient and flexible alternative to public transport and private car ownership. The frequency with which people use these platforms speaks directly to their role in reducing commute friction and filling gaps left by traditional transit options. Understanding usage patterns by gender helps ride-hailing operators, advertisers, and urban planners tailor services, pricing models, and marketing strategies more effectively to each audience segment.