UGC Growth Engineer

UGC Growth Engineer is a free, public library of short-form video hooks that actually performed. Each entry is a public Instagram Reel that reached a large audience, broken down so you can see why it worked and reuse the idea without copying the video. Every breakdown covers the same fields: the brand and product featured; the first three seconds, split into what is on screen, the on-screen text and the spoken line; the script beats with timestamps; why the hook works; how to adapt it to your own product; and a pattern template you can fill in. Every entry credits the original creator and links to the original post. The library is built for the people who make and buy short-form ads. UGC creators use it to pitch better openings and build a swipe file of formats that already work. Brands and agencies that hire UGC creators use it to brief creators with concrete references instead of vague mood boards. Growth and performance marketers use it to find hook patterns worth testing. App and AI-tool founders use it to see how other apps are shown on camera, from phone-screen reveals to relatable problem setups. Niche pages group creators by vertical, for example apps and software, so you can find people who already make content in your category. The site is static, fast and free to browse, with no sign-up. It also publishes an llms.txt, so AI assistants can read the full breakdowns. For teams that want to go further, UGC Growth Engineer also offers a paid tracker that takes a daily snapshot of every post your creators publish on Instagram, TikTok, X and YouTube, queried in plain language from Claude Code or Codex. The hook library itself stays free.