The ride-hailing industry is constantly transforming, seeking new avenues to increase revenue streams beyond traditional fares. One viable opportunity lies in leveraging advertising into both the physical cabs and the digital platforms. Cab advertising can take diverse shapes, ranging from subtle decals to audio advertisements played during rides.