Ai Coding Tools

How to Build a Simple App with AI in Under 2 Hours

By BTW Team4 min read

How to Build a Simple App with AI in Under 2 Hours (2026)

Ever thought about building an app but felt overwhelmed by the technical skills needed? You’re not alone. Many indie hackers and solo founders feel like app development is reserved for the tech elite. But here's the good news: with the right AI tools, you can create a simple app in under two hours, even if you're a complete beginner. In this guide, I’ll walk you through the process and share the tools that actually work.

Prerequisites: What You Need Before You Start

Before you dive in, make sure you have the following:

  • A computer with internet access
  • An account on at least one of the AI coding platforms mentioned below
  • Basic understanding of app functionality (what you want your app to do)

Step 1: Define Your App Idea

You don’t need a complex app to start. Think of something simple, like a to-do list or a weather app. Write down the core features you want. For example:

  • Task management (for a to-do app)
  • Current temperature and forecast (for a weather app)

Step 2: Choose Your AI Tool

Let’s explore some AI tools that can help you build your app quickly. Here’s a comparison of what’s available as of August 2026:

| Tool Name | Pricing | Best For | Limitations | Our Take | |--------------------|-----------------------|----------------------------|--------------------------------------|---------------------------| | Bubble | Free tier + $29/mo | No-code web apps | Limited mobile functionality | We use this for web apps. | | Adalo | Free tier + $50/mo | Mobile apps | Can get pricey for advanced features | Good for beginners. | | AppGyver | Free | Full-stack development | Learning curve for design | Powerful but complex. | | Thunkable | Free tier + $25/mo | Simple mobile apps | Limited integrations | We don’t use this. | | ChatGPT API | $0.002/1000 tokens | Conversational apps | Requires coding knowledge | We use this for chatbots. | | Glitch | Free | Collaborative projects | Limited app complexity | Great for quick prototypes.| | Retool | Free tier + $10/mo | Internal tools | Not for public apps | We don’t use this. | | Kodular | Free | Android apps | Ads in the free version | Good for quick builds. | | Zapier | Free tier + $19.99/mo | Automation | Limited to app integrations | We use this for workflows. | | FlutterFlow | Free tier + $30/mo | Flutter apps | Learning Flutter is necessary | We use this for mobile apps.|

Step 3: Build Your App

Using Bubble as an Example:

  1. Sign Up: Create an account on Bubble.
  2. Create a New Project: Choose a template or start from scratch.
  3. Design Your UI: Drag and drop elements like buttons, text fields, and images.
  4. Set Up Workflows: Define what happens when users interact with your app (e.g., clicking a button to add a task).
  5. Test Your App: Use Bubble’s preview function to test functionality.
  6. Publish: Once satisfied, publish your app with a click.

Expected Output: By the end of this step, you should have a fully functional app that you can share.

Troubleshooting Common Issues

  • Issue: App doesn’t function as expected.

    • Solution: Double-check your workflows and make sure all elements are properly connected.
  • Issue: Design looks off on mobile.

    • Solution: Use responsive design features in your tool to adjust layouts for different screen sizes.

What's Next?

Once your app is live, consider gathering user feedback. Iterate based on what your users say. You could also explore integrating more advanced features or transitioning to a paid plan to unlock additional functionalities.

Conclusion: Start Here

Building a simple app using AI tools is not only possible but can be done in under two hours. Start by defining your idea, choose the right tool (Bubble is a solid choice for beginners), and follow the steps outlined. Don’t forget to test and iterate based on user feedback!

Ready to give it a shot? Get started today, and you might surprise yourself with what you can create.

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