Ride-hailing services in Saudi Arabia have become a routine part of daily mobility, with usage patterns varying noticeably between men and women. The industry benefits from strong urban infrastructure, growing smartphone adoption, and a population that increasingly relies on app-based transport for both work and leisure travel. Understanding how frequently different groups use these platforms helps operators tailor pricing, availability, and loyalty programs to better serve their riders. Overall, women in Saudi Arabia tend to use ride-hailing services more frequently than men, pointing to a high-value female rider segment that the industry should prioritize.