Ride-hailing services have become a meaningful part of urban mobility across the MENA region, offering commuters a flexible and accessible alternative to private car ownership and public transport. The frequency with which people use these platforms speaks directly to how deeply they are woven into daily routines, whether for regular commuting, occasional errands, or social travel. Understanding usage patterns helps ride-hailing operators, advertisers, and urban planners make smarter decisions about service availability, pricing tiers, and customer retention strategies. Across MENA, a clear divide exists between habitual riders and those who remain at the margins of adoption.