Inside TikTok's Algorithm: Content Graph Beats Social Graph

TikTok recommends based on content engagement, not social connections. Every interaction is a signal. New content tested on small audience then expanded. This content-first approach is now being adopted by every platform. The system advantage (algorithm + data + creator ecosystem) is harder to replicate than the algorithm alone.