Ride-hailing services in Portugal benefit from strong demand across multiple parts of the day, giving platform operators and drivers clear windows to optimise availability and pricing strategies. Understanding when riders are most active helps transport providers allocate resources more efficiently, reduce wait times, and improve overall service reliability. For businesses and advertisers, knowing peak usage periods also opens targeted opportunities to reach commuters and leisure travellers at the right moment. Across both genders, usage patterns in Portugal are notably consistent, suggesting that ride-hailing has become a broadly adopted habit rather than a niche behaviour tied to specific demographics.