Ride-hailing services in Poland offer distinct value across different parts of the day, from supporting daily work routines to providing reliable transport during evening and late-night hours when public transit options become limited. Understanding when men and women turn to these platforms helps operators and drivers better allocate resources, plan surge pricing windows, and design targeted promotions. Afternoon and daytime trips, along with evening commutes, represent two particularly important windows where platform activity concentrates, giving providers a clearer picture of where operational investment delivers the most return.