Understanding what drives ride-hailing choices across gender groups helps service providers and mobility platforms design more targeted offerings. The ride-hailing industry benefits directly from this kind of insight, as pricing strategy, safety investment, and app development all compete for limited product budgets. Male and female riders in Europe share several priorities, yet meaningful differences appear in areas like safety features and vehicle comfort, where platform decisions can directly influence user retention and satisfaction. Overall, gender plays a selective but strategically important role in shaping ride-hailing preferences across Europe.