What’s the Secret Behind a $12 Million AI-Powered Nutrition App?
There I was, yet again, scrolling on TikTok before it was banned and then unbanned, and I came across this insane caption.
"Meet The 17-Year-Old CEO Behind A $12 Million AI-Powered Nutrition App."
That’s some grade-A clickbait right there, so… I clicked!
The article claims that Cal AI, a GPT-powered nutrition app, makes calorie tracking easier with AI features like image recognition and barcode scanning.
What is a GPT Wrapper?
A "GPT wrapper" is a software application, like a web app or mobile app, that acts as a user interface built on top of a GPT (Generative Pre-trained Transformer). It provides additional features and functionality to make it easier for users to interact with the underlying AI.
Opportunities and Pitfalls of Building a GPT Wrapper
Building a GPT wrapper comes with its fair share of pros and cons.
What’s in it for you?
- Built-in infrastructure: OpenAI’s backend handles all the heavy lifting. You’re saving time and skipping the headaches of developing your own AI model.
- Speed to market: Wrapping an existing GPT lets you launch faster. Why reinvent the wheel when you can improve the ride?
- Cost efficiency: Developing a proprietary AI model costs a ton. Using GPT as your foundation keeps those development costs way down.
What could trip you up?
- Performance limitations: GPT can only work with what it knows, which means it might fall short on domain-specific accuracy.
- Scaling struggles: API throttling and rising costs can be a real hurdle when your app grows fast.
- Limited differentiation: At the end of the day, you’re still building on GPT, so standing out from the crowd might take extra effort.
How to Make a GPT Wrapper
I’m sure you’re wondering, what tools can I use to create a GPT wrapper?
Grab a pen and paper because one of the best tools you can use to make a GPT wrapper is, ironically, ChatGPT.
The Best Ideas for a GPT Business
I have so many ideas, but I don’t want to tell you exactly what to do. Instead, I want to teach you how to think about the problem you should be solving.
You must solve a problem for which people are willing to pay top dollar.
How to Market and Grow a GPT Wrapper Business
10 times out of 10, if you find the right problem, there’s already a community.
These communities exist everywhere. They attend conferences, host meetups, and hang out online.
My Two Cents
I know I came at you with a lot today, so here’s a quick recap:
- Do the research: Don’t build ish without talking to the people you expect to give you money.
- Build a community: Preferably a newsletter, but a social channel works too.
- Understand the problem: Start building your app after you fully grasp the problem and who you’re serving.
- Keep the community engaged: Share updates, "Today we built this," "What do you think of this?" and so on.
- Stay consistent: Tough times don’t last, but tough people do.
- Launch your app: Keep engaging your audience even after launch.
Conclusion
Building a GPT wrapper can be a lucrative side hustle, but it’s essential to understand the opportunities and pitfalls involved. By following the tips outlined in this article, you can create a successful GPT wrapper business that solves real-world problems and generates revenue.
FAQs
Q: What is a GPT wrapper?
A: A GPT wrapper is a software application that acts as a user interface built on top of a GPT (Generative Pre-trained Transformer).
Q: What are the benefits of building a GPT wrapper?
A: The benefits include built-in infrastructure, speed to market, and cost efficiency.
Q: What are the drawbacks of building a GPT wrapper?
A: The drawbacks include performance limitations, scaling struggles, and limited differentiation.
Q: How do I make a GPT wrapper?
A: You can use tools like ChatGPT, Bubble, FlutterFlow, and LangChain to create a GPT wrapper.
Q: What are some ideas for a GPT business?
A: Some ideas include productivity tools, educational platforms, content creation systems, research and analysis tools, and customer service solutions.
Q: How do I market and grow a GPT wrapper business?
A: You can build a community, engage with your audience, and stay consistent to grow your business.

