How I Turned 20 Podcast Episodes into a Book Manuscript in Under an Hour

By Junaid Ahmed

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I was sitting on a goldmine.

By the time I really looked at it, I had recorded over 300 episodes of Hacks & Hobbies. That’s 300+ hours of conversations with industry experts, creators, and entrepreneurs. Each one was packed with stories, frameworks, and hard-won lessons.

But there was a problem.

All that value was trapped. It was locked inside audio files, accessible only to the people who hit play and listened to the whole thing. I knew there was a book in there. Maybe two. But the thought of sifting through all those hours was paralyzing.

I didn't want to hire a team of writers just to find out what I’d already said.

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The Paralysis of Choice

When you have that much content, you don't know where to start.

I’d think about the book, and then I’d think about the transcription costs. I’d think about the weeks of organizing, the months of structuring, and the thousands of dollars I’d have to spend before I even saw a first draft. It felt like a mountain I wasn't ready to climb.

So I did what most people do. I did nothing.

I kept recording episodes, and the pile of "trapped" content just kept getting bigger. I was a podcaster, but I wasn't an author. Not yet.

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Unlocking the Vault with Podglue

I built Podglue to solve problems like this.

I started by using the Bulk Transcript Ingest. I picked 20 of my most popular episodes, the ones where the guests really went deep on a specific theme. Within minutes, the AI engine had transcribed and analyzed everything. It wasn't just text; it was tagged by theme, quotes, and actionable advice.

Then I moved into the IP Lab.

I created a new "Book Project" and selected those 20 episodes. I let the Book Builder take over. It looked at the themes, identified a narrative arc, and started clustering the conversations.

It didn't just give me a transcript. It gave me a manuscript.

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The Results: 45 Minutes vs. 8 Months

The math changed everything.

Metric	Before Podglue	After Podglue
Time to First Draft	6–8 months	45 minutes
Team Required	1–2 writers, 1 researcher	1 content manager (Me)
Estimated Cost	$10,000+	Included in subscription

The system did the heavy lifting so I could do the thinking.

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More Than Just Efficiency

This changed how I think about my work.

I’m no longer just "making a podcast." I’m building an IP engine. Every time I hit record, I know that conversation is going to live on in multiple formats. It’s a shift from thinking about episodes to thinking about assets.

The manuscript I generated in 45 minutes proved I had enough content for a compelling book. It validated the idea instantly. I didn't have to guess if it would work; I could see the structure right in front of me.

I’m already planning my next two books using the same workflow.

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What’s Trapped in Your Audio?

If you’ve been podcasting for a while, you’re sitting on a treasure trove.

You don't need a massive team or six months of free time to unlock it. You just need the right system to turn your conversations into assets. Your expertise is a service you owe the people who need it, don't let it stay trapped in an MP3 file.

See what your back catalog can do.