Introduction Creating a short-video platform is a highly profitable venture in the rapidly changing domain of online communities. Short-format videos is increasingly the chosen type for entertainment and communication worldwide. TikTok, with its advanced recommendation systems and captivating features, has transformed into a pop culture icon, resha