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I turned my AI automation agency into an ecom store -- here’s what happened

I run an agency where we build AI systems for outreach: cold callers, email engines, content workflows.

At first, these were just internal builds or client setups. But I kept running into the same problem: people didn’t just want the service; they wanted the actual system, in a way they could run it themselves.

So I started packaging the workflows as templates for n8n and Make.com.

What that looked like
• AI Cold Caller → originally an internal system to contact my FB ad + cold email leads. Then clients asked for it. Now it’s a Make.com template that dials 600 calls/hr.
• Cold Email Engine → instead of manually setting up campaigns, I built a template that finds, personalizes, and sends 2,000/day.
• Content Systems → tools to auto-generate reels, VSLs, B-roll, even music videos.

These were all “agency tools” first. Now they’re products anyone can import.

What I learned
1. Clients don’t always want the service. Sometimes they just want the system itself.
2. Productizing saves time. Instead of rebuilding each workflow for every new client, I package once and deliver instantly.
3. People pay for repeatability. The real value isn’t in the one-off build, it’s in making the system usable by anyone, even without code.

Why I’m sharing this

A lot of people here on Indie Hackers build tools for themselves. My takeaway is: if you’re already building systems for your own business, there’s probably a way to package them and sell them as products.

That’s been the biggest shift for me. Turning agency know-how into something repeatable.

Curious if anyone else here has done the same. Have you ever turned a client deliverable into a standalone product?

on October 3, 2025
  1. 1

    You are a genius, I created 2 digital agencies but in vain.
    It's true that clients want something they can handle. Thanks for the info!!

    1. 1

      Haha appreciate that man. Once I realized clients just wanted something they could own and run themselves, everything clicked.

  2. 1

    yeah sounds like something that happens in industry e.g. that is how slack became a company - it used to just be an internal tool the team developed for its organization.

    it would be nice to see more about your thoughts on cold calling and cold emailing. would be happy to pick your brain on the topic as I have considered doing something similar for myself.

    1. 1

      I love that Slack comparison. I first built the AI cold caller side of my agency to call all the leads I was getting from ads and emails automatically.

      Cold email is absolutely the way to scale a business from scratch. AI just helps you send more emails faster and with genuine, nongeneric personalization.

      AI cold callers sound extremely and utterly natural so if you call leads for like 2 minutes to qualify them and book a meeting, nobody realizes it's AI and you'll save a lot of time.

  3. 1

    Love this mindset shift — from agency work to productized systems. It’s such an efficient way to multiply your impact without extra hours.

    1. 1

      Exactly. I think once you’ve built the same workflow a few times, productizing it just makes sense. It’s the only way to scale without adding more people.

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