Creating TikTok Video Ads with AI: A 2026 Workflow Review

Five AI workflows for TikTok ads in 2026, with the type matrix (Spark vs in-feed vs UGC-style vs generative-from-URL) the vendor pages keep collapsing into one. Where AI lifts the ad and where it loses 22 percent.