Introduction Developing a short-video platform is a highly profitable venture in the ever-growing world of digital platforms. Short-format videos is increasingly the preferred medium for amusement and communication across the globe. The TikTok platform, with its innovative recommendation systems and engaging features, has become a pop culture icon,