Understanding what drives ride-hailing choices across different age groups helps platforms in China prioritize features that genuinely influence booking decisions. Safety, pricing, and wait times consistently appear as practical concerns rather than aspirational ones, making them central to how platforms compete for loyalty. Ride-hailing providers that align their service investments with age-specific priorities are better positioned to retain riders and reduce churn across a highly competitive market.