Ninety Videos of IP Collecting Dust

By Junaid Ahmed

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Doreca Delbridge isn't a podcaster.

She's a coach in the creative industries. She has, by her own count, around ninety YouTube videos. She has been off camera for a stretch and she can feel the cost of it. She told me on a demo call that since she stopped publishing, even her referrals have slowed down.

She wasn't pitching me on her business. She was diagnosing what happens when you stop showing up.

We jumped on a call because she saw me posting about PodGlue and wanted to know what I was building. She prefaced everything by reminding me she wasn't my target user. She kept asking questions anyway.

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About halfway through the demo she asked the question that the rest of the conversation hinged on.

"What about creators who aren't podcasters?"

I told her the foundation of the entire product is the transcript. Audio becomes transcript. Video becomes transcript. Uploaded text is already a transcript. Once you have the transcript, the social posts, the email, the chapter, the trailer script, those are all just different ways of asking the same source for a different output.

She stopped me.

"So if it just takes in transcripts, that means it works for YouTube."

Yes.

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Then she said the thing I keep thinking about.

"How do I maximize my IP? Most of the time we have IP that's just collecting dust somewhere."

That's the line. That's the whole problem creators are living inside and don't quite have language for.

Doreca has ninety videos. Inside those ninety videos there is a recurring point of view about creative work, about systems for creative people, about what it means to design a business around the life you want rather than the other way around. She has said versions of that thing for years. The thread is there. It already exists.

It's just not anywhere you can hold it.

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This is the part most workflow tools get wrong.

The premise of Cast Magic, of Descript's clip features, of every "AI for creators" product I've used is that the transcript is the input and a social post is the output. The transcript gets chewed up to produce a piece of marketing for the thing it came from.

That's fine. It's also small.

The transcript is not marketing material. The transcript is the artifact. Every video Doreca recorded was already her thinking through a topic out loud. That's a chapter. Three videos that share a thread are a chapter. Ten chapters are a book.

The reason her IP is collecting dust is not because she didn't say enough. She said plenty. The reason it's collecting dust is that nobody, including her, has gone back through and pulled the thread.

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When I showed her the book builder, she didn't react the way most podcasters do.

Most podcasters look at it and think huh, I could do that with the back catalog. Doreca looked at it and started naming the books that already exist inside her library, in order. She could see the table of contents before I finished the demo.

"Every time we're talking about something, we're bringing those ideas over and over and over, because they're our point of view, our philosophy, how we see things."

That repetition isn't sloppiness. It's signal. It's the thing the creator believes deeply enough to keep saying. It is, almost by definition, the spine of a book.

The tool's job is to notice the spine and offer it back. Not to invent a new point of view. Not to generate something the creator never said. To find the thing already there and put it in a shape that can leave the channel.

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She also asked the question every careful person asks at some point in the demo.

"How do you control for hallucinations? For it saying things you never said?"

The answer is structural. The system is grounded in the transcript. The source data has a specific word count. Every chapter, every post, every email is built from those words, against the host's own AI profile, their voice guide, their tone, their reading level, their brand language list. The output can be wrong. It can be uninspired. But it can't drift into territory the source never covered, because the source is the floor.

That mattered to her. It should matter to anyone whose IP is the asset.

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The version of this story I keep telling myself is that creators are running media companies and don't know it yet. Doreca knows it. She told me, more or less, that this past three years have been her trying to design a business that doesn't drain her by the time her daughter gets home.

The way you do that is to stop producing from scratch every time. The way you stop producing from scratch is to treat what you've already said as the canon, and to build the rest from there.

Ninety videos is a body of work. PodGlue is what happens after you decide to act like it.

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If you have a back catalog of anything, podcast episodes, YouTube videos, recorded talks, uploaded transcripts, and you've been quietly aware that none of it has been put to work, the waitlist is at podglue.com.

Junaid Ahmed is the host of Hacks & Hobbies and the founder of PodGlue.