When Malaysian consumers select a ride-hailing service, their priorities span cost, convenience, and personal safety, with each age group weighing these factors differently. Younger riders tend to place greater emphasis on security features, while older riders lean toward practical concerns like driver availability and professional conduct. Understanding these generational preferences helps ride-hailing platforms tailor their service offerings, pricing strategies, and in-app features to better match what each customer segment genuinely values at the point of booking.