Ride-hailing services offer urban commuters a flexible alternative to public transport, covering everything from morning routines to late-night travel. Understanding when men and women choose to book rides helps operators allocate driver supply more effectively, improve wait times during high-demand windows, and tailor promotional offers to the right audience at the right moment. For ride-hailing platforms operating in Czech Republic, gender-based usage patterns across different times of day reveal meaningful opportunities to strengthen service reliability and customer retention throughout the full daily cycle.