Ride-hailing services have become a routine part of daily mobility across Asia Pacific, offering urban and suburban commuters a flexible alternative to private vehicle ownership and public transit. The gender breakdown of usage frequency reveals how deeply integrated these platforms are across both male and female populations, with meaningful patterns emerging around habitual versus occasional use. For brands and operators in the ride-hailing space, understanding how frequently different demographic groups rely on these services is critical for targeting loyalty programs, pricing strategies, and service availability.