TikTok Ads Architecture: creativity, algorithm, and conversation in 2026

In 2026, TikTok Ads is no longer optimized through targeting, but through creative signals and campaign structure. This talk explores the modern architecture of TikTok campaigns, focusing on: the role of creativity as the main performance driver; how to build signal-based campaigns powered by machine learning; testing frameworks for validating content and scaling winning assets; integration between organic content, ads, and TikTok Shop; and advanced data interpretation, distinguishing actionable metrics from vanity metrics.