Urban transportation has completely changed due to the market for taxi booking apps, which has improved accessibility, efficiency, and user-friendliness. This market has expanded exponentially over the past ten years, primarily due to rising smartphone usage and the need for dependable and practical transportation options. Large corporations such as Uber and Lyft have completely disrupted