Turn new YouTube videos into ready-to-publish podcast scripts

Watches your YouTube channel and turns every new video into a clean podcast script with a title and summary.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"new video posted to channel"]:::trig s0["pull video transcript"]:::svc s1["clean transcript and label speakers"]:::task s2["write title and summary"]:::task s3[("save script to airtable")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"podcast script with title and summary saved"/]:::out pay{{"faster repurposing of video content"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceA record or sheetResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Spreadsheet & Database Ops
Connects
YouTubeDumpling AIOpenAIAirtable

The problem it solves

Turning your video content into a podcast means transcribing, cleaning up filler words, and writing a summary every single time. That eats hours you could spend recording your next episode. You end up delaying repurposing until you have a backlog of unused video content.

Who it fits

Podcast creators and content marketers who repurpose YouTube videos into audio content.

How it works

  1. A new video posted to your YouTube channel starts the process
  2. The video's transcript is pulled automatically
  3. AI cleans up the transcript and labels each speaker
  4. AI writes a short title and summary for the episode
  5. The finished script, title, and summary are saved to Airtable
What you get

Episodes drafted and ready the day a video posts

You get a clean podcast script with a title and summary generated automatically every time you post a new video to YouTube.

What you get

A ready-to-edit podcast script with a title and summary saved in Airtable.

What you need

A YouTube channel, a Dumpling AI account, an OpenAI API key, and an Airtable account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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