What AI features to build into your Bubble MVP

What AI features to build into your Bubble MVP

Simon Jenner

Friday, 22 December 2023

Getting started with AI might feel overwhelming, but Bubble.io offers a manageable way to begin.

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If you're a startup founder in the tech world, you've probably heard about AI, or Artificial Intelligence. This fascinating technology has the power to revolutionise your web app, making it more efficient and powerful. But how exactly can you go about integrating AI into your web app? That's where Bubble.io comes in. With a flexible framework and easy-to-understand design, it's perfect for implementing AI within your web application.

Getting started with AI might feel overwhelming, but Bubble.io offers a manageable way to begin. Start by determining which AI features could significantly improve your Minimum Viable Product (MVP). It's crucial to remember that the key to an MVP is simplicity. You want to deliver a product with just enough features to satisfy early customers and provide feedback for future development. So, consider AI features that would bring the most value to your users with the least complexity.

Suggested AI features to consider might include:

  • Intelligent Search: Given the massive amounts of data many web apps handle, an intelligent search feature could significantly enhance user experience. With AI, your search feature wouldn’t just mindlessly sort through data; it would understand what the user is looking for. It can learn over time to refine search results based on user interaction.

  • Personalization: Personalization is a crucial aspect of current customer expectations. With AI, you could analyze user behavior data to provide personalized suggestions, targeted content and enhance overall user experience.

  • Chatbots: As a startup, you might not always have the resources to provide round-the-clock customer support. An AI-powered chatbot can handle common questions and issues, freeing up your team's time for more complex problems.

  • Predictive Analytics: AI can analyze past user behavior to predict future actions. It’s a powerful tool for businesses that rely on understanding and influencing user behavior.


To get started with incorporating AI into your Bubble.io MVP app, follow these simple steps:

  1. Analyze Your Needs: Before diving in, think about which AI features would bring the most value to your users. Conduct surveys, research, or directly interact with your user base to understand their needs.

  2. Start Small: Begin by implementing simpler AI features, such as chatbots or personalized recommendations. Once you have those down, you can consider more complex applications.

  3. Test: Like with any new feature, testing is vital. Implement your AI features and rigorously test them. Gather user feedback and use this to optimize the feature.

  4. Iterate: Based on the data and feedback collected, refine your feature. Remember, perfecting an AI feature may require multiple iterations.


So for startup founders ready to enhance their web apps with the power of AI, Bubble.io offers a manageable and accessible framework. By integrating AI into your MVP, you can provide a remarkable, personalised experience for your users, setting your startup up for success.

How to integrate AI and Bubble.io

Bubble has many plugins available for integrating Open AI's ChatGPT for both text and image prompts and this is the suggested starting point. Install the plugin and then add AI to the features one at a time.

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