# Youticle

- **Event:** [Gemini 3 서울 해커톤](https://cerebralvalley.ai/e/gemini-3-seoul-hackathon)
- **When:** Sat, Feb 28 at 9:00 AM – 10:00 PM (GMT+9)
- **Where:** 서울 Seocho District, Olympic-daero, 2085-14 세빛둥둥섬
- **Team:** [Joey Park](https://cerebralvalley.ai/u/MST), [HGM K](https://cerebralvalley.ai/u/hgmk)
- **GitHub:** https://github.com/cjprist/Youticle-for-the-best-creator
- **Demo video:** https://www.youtube.com/watch?v=dEqOfWu5UFc&feature=youtu.be
- **Gallery:** https://cerebralvalley.ai/e/gemini-3-seoul-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gemini-3-seoul-hackathon/hackathon/gallery/79

This system analyzes YouTube videos and viewer comments to extract real audience reactions and hidden insights.
It identifies recurring themes, sentiment, and unmet audience expectations across multiple videos.
Based on these insights, it automatically generates optimized video topics and full production-ready scripts.
It also generates thumbnails and visual image frames from the script to guide video production.
This helps creators quickly turn audience feedback into data-driven, high-impact video content.

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Markdown version of https://cerebralvalley.ai/e/gemini-3-seoul-hackathon/hackathon/gallery/79. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt