TikTok Video Analysis: What Actually Works
I studied over ten thousand short-form videos across TikTok, Instagram Reels, and YouTube Shorts to uncover what consistently drives views, engagement, and watch-time retention. Using an AI-assisted analysis platform, I extracted hooks, captions, pacing, and CTAs and mapped them to watch-time and engagement data to see what actually works. TL;DR (Quick Takeaways) Hooks decide success. Problem, proof, or contrarian openings hold attention longest. Move fast. A visible change in the first 2 seconds improves retention. Text matters. On-screen captions raise completion and comprehension. Be...
