In today's digital landscape, smartphone advertising has emerged as a pivotal force in shaping consumer behavior. Due to the rise of smartphones and tablets, shoppers are more engaged than ever, making their purchasing decisions through just a few taps on their devices. This change has compelled businesses to modify their