Ride-hailing services in Finland attract users across all adult age groups, yet the times of day when people choose to book a ride vary considerably depending on where they fall in the age spectrum. Understanding these patterns helps ride-hailing platforms allocate driver supply more precisely, set dynamic pricing at the right hours, and design targeted promotions that match real user behavior. Younger riders and older riders occupy opposite ends of the usage clock, creating clear opportunities for operators to tailor their service strategies by demographic segment.