Built a fully automated, end-to-end faceless video production system that transforms trending Reddit stories into published short-form videos — with zero manual work.
What this system does:
🔍 Scrapes Reddit for the hottest, most viral stories using a scheduled trigger and multi-subreddit filtering
🧠 Rates & approves stories automatically using dual AI models (OpenRouter + Google Gemini) based on virality potential
✍️ Generates scripts with a Gemini-powered Script Maker that structures compelling narratives
🎙️ Produces voiceovers using Whisper & Kokoro TTS for studio-quality, human-sounding audio
🎬 Renders full videos with auto-generated banners, subtitles, and background audio
📲 Publishes automatically to YouTube Shorts, Instagram Reels, and Facebook
Tools Used: n8n · Google Gemini · OpenRouter · Whisper · Kokoro TTS · Reddit API · Google Sheets
Result: A 100% hands-free content engine capable of producing and publishing multiple videos per day — turning a passive channel into a scalable digital asset.
This Workflow reduce the costs of using a paid service like faceless.video as it make it for free
