The widespread adoption of smartphones has fundamentally changed consumer behavior, with people relying on their mobile devices for various tasks, including communication, entertainment, and most importantly, shopping. Social media has become an integral part of our lives. People use their smartphones frequently to interact with different social media sites, like Facebook, Instagram, Twitter, and TikTok. …