Introduction Developing a short-video platform is a lucrative investment in the ever-growing domain of online communities. Short-form video content is increasingly the preferred form for leisure and connectivity across the globe. The TikTok platform, with its cutting-edge recommendation systems and captivating functionalities, has become a global t