When selecting a ride-hailing service in Africa, passengers weigh a combination of practical and experiential factors that shape their loyalty and app usage habits. Understanding what drives these choices helps ride-hailing platforms prioritize features that directly affect rider retention, safety investment, and pricing strategy. For operators competing in Africa's fast-growing urban mobility market, aligning service quality with rider expectations across gender lines can be a decisive advantage.