Contemporary digital marketing on tiktok operates at the intersection of machine learning recommendation engines and user-generated content economies. Brands and agencies accustomed to static ad placements on legacy social platforms often misdiagnose underperformance on TikTok as a creative issue when, in many cases, the friction exists within the technical configuration of tracking infrastructure, catalog feed hygiene, or audience signal compression. This analysis provides