Over the last decade, there has been a significant shift in consumer behavior towards mobile devices for shopping. With the widespread adoption of smartphones and tablets, consumers are increasingly using their mobile devices to browse and purchase products online. Mobile shopping also provides a seamless and personalized experience, with many retailers offering mobile apps and