Auto-Create Podcast Scripts from YouTube Videos with Dumpling AI & GPT-4o

This n8n workflow transforms YouTube videos into ready-to-use podcast scripts effortlessly. It starts with an RSS Feed Trigger that monitors a YouTube channel for new uploads. Upon detection, Dumpling AI fetches the full transcript from the video URL. GPT-4o then processes the transcript to create a cleaned version (filler words removed), adds speaker labels, generates an engaging title, and provides a concise episode summary—all in structured JSON format.

Finally, the output is saved directly to Airtable for easy review, editing, and publishing. This eliminates hours of manual transcription, formatting, and structuring, allowing podcast creators to focus on production.

Perfect for podcasters, marketers, and video producers repurposing long-form video content for audio audiences. It boosts efficiency, scales content output, and maintains high quality through AI-powered refinements. Use cases include daily video-to-podcast pipelines, multi-platform content strategies, and team collaborations via Airtable.