The shift from static storefronts to interactive social feeds has redefined online retail. Consumers now demand immediate gratification and real-time interaction, forcing businesses to adapt their digital pipelines to accommodate video-first sales funnels. At the center of this movement is tiktok live shopping, a method that blends entertainment with direct purchasing. Navigating this ecosystem requires more than just an active camera; it demands a deep understanding of live