Introduction Urban transport has undergone a revolutionary transformation over the past decade. The emergence of ride-hailing apps like Uber, Lyft, and Bolt has made commuting more convenient, safe, and cost-effective than ever before. Among these, Bolt has made a notable impact in Europe and Africa due to its affordable pricing and driver-friendl