Ride-hailing services in Norway serve distinct purposes depending on when users travel, and understanding these patterns helps operators allocate drivers, manage surge pricing, and tailor promotions more effectively. Younger adults tend to spread their usage across social and commuting hours, while older groups concentrate demand in specific windows. These behavioral differences give ride-hailing platforms a clear opportunity to design age-targeted incentives, improve fleet availability during peak windows, and strengthen loyalty among high-value segments.