Repurposing content is a numbers game, not a talent game
Every podcast episode has 5-10 clip-worthy moments buried in it — a sharp answer, a hot take, a story with a good hook. The problem isn't finding good material, it's the hours it takes to scrub through a 90-minute recording looking for it.
We built ClipForge to solve exactly that: paste your transcript, and it scores every segment based on the stuff that actually makes clips perform — strong hooks, concrete stats, questions that create curiosity gaps, and story structure. You get ranked suggestions instead of a blank timeline.
If you're a podcaster or YouTuber sitting on hours of raw footage you know is good but haven't had time to cut down, this is built for exactly that bottleneck. Curious to hear from anyone repurposing long-form into shorts right now — what's your current process, and where does it break down?
