Ride-hailing services have become a practical everyday transport solution across the MENA region, offering urban commuters a flexible and accessible alternative to private car ownership and public transit. Understanding how frequently men and women rely on these platforms helps operators and mobility brands tailor pricing, availability, and loyalty programs to the right audiences. Gender-based usage patterns reveal where demand is strongest and where growth opportunities remain untapped, making this data a useful planning tool for fleet management, driver supply, and targeted marketing strategies across the region.