The ride-hailing industry is rapidly changing, seeking new avenues to increase revenue streams beyond traditional fares. One promising opportunity lies in leveraging advertising into both the physical cabs and the digital platforms. Cab promotion can take various forms, ranging from branded window displays to audio advertisements played during ride