Thanks KC - yes, we take a structured approach. We analyze top-performing UGC ads by mapping creative patterns against metrics like engagement, watch time, and conversion. Then we isolate what consistently drives action - tone shifts, opening hooks, pacing, etc.
Applying those insights to new content has led to clear lifts in CTR and retention. would love to share more info