Auto-create podcast from YouTube transcript using Dumpling AI and GPT-4o
Who is this for? This workflow is designed for podcast creators, content marketers, and video producers who want to convert YouTube videos into podcast-ready scripts. It's perfect for anyone repurposing long-form content to reach audio-first audiences without manual effort. --- đź§ What problem is this workflow solving? Creating podcast scripts from YouTube videos manually is time-consuming. This workflow automates the process by pulling transcripts, cleaning the text, organizing the d
At a glance
Auto-create podcast from YouTube transcript using Dumpling AI and GPT-4o is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Airtable, OpenAI. It's free to download. Follow the 5-step import below to go live in minutes.
- Platform
- n8n
- Connects
- Airtable, OpenAI
- Modules
- 4
- Price
- Free
- Version
- v1.0

About this workflow
Who is this for? This workflow is designed for podcast creators, content marketers, and video producers who want to convert YouTube videos into podcast-ready scripts. It's perfect for anyone repurposing long-form content to reach audio-first audiences without manual effort. --- 🧠What problem is this workflow solving? Creating podcast scripts from YouTube videos manually is time-consuming. This workflow automates the process by pulling transcripts, cleaning the text, organizing the dialogue, summarizing the key points, and saving everything in one place. It removes the need for manual transcription, formatting, and structuring. --- ⚙️ What this workflow does This workflow uses Dumpling AI and GPT-4o to automate the transformation of YouTube video transcripts into polished podcast scripts. Here's how it works: 1. RSS Feed Trigger - Monitors a YouTube RSS feed for new video uploads. When a new video is detected, the workflow begins automatically. 2. Get YouTube Transcript (Dumpling AI) - Uses Dumpling AI's get-youtube-transcript endpoint to extract the full transcript from the video URL. 3. Generate Podcast Script with GPT-4o - GPT-4o receives the transcript and generates a structured JSON output including: - Cleaned transcript with filler words removed - Speaker labels for clarity - A short, engaging podcast title - A concise summary of the episode 4. Save to Airtable - The structured data (title, summary, cleaned transcript) is saved to Airtable for easy review, editing, or publishing. --- This automation is an ideal workflow for repurposing video content into audio-friendly formats, cutting down production time while increasing content output across platforms.
How to import this n8n workflow
- 1
Download the workflow JSON file after purchase.
- 2
Open n8n → click the menu → Import from File.
- 3
Select the downloaded JSON and import.
- 4
Set up credentials for each node that requires them.
- 5
Click Execute Workflow to test, then activate.
Setup guide
Setup guide included
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- JSON blueprint — instant download
- Setup guide PDF included
- 5 downloads · valid 30 days
- Works with n8n
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