Brad Holmes web developer, designer and digital strategist.

Dad, husband and dog owner. If you’re here, you either found something I built on Google or you’re just being nosey. Either way, this is me — the work, the thinking, and the bits in between.

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Build a Keyword Mind Map App in 30 Minutes Using Firebase Studio

Brad Holmes By Brad Holmes
4 min read

Firebase Studio is more than a flashy AI experiment—it’s a serious tool for prototyping full-stack web apps fast.

I put it to the test by building a working keyword mind map generator from scratch. From idea to live deployment? Less than 30 minutes.

Here’s what I built, how I built it, and why it might be one of the fastest ways to spin up real-world tools right now.


What I Built: Topic Cluster Mind Map

The app helps content teams and SEOs map out keyword clusters visually. You enter a topic, and it generates a mind map of related phrases based on real Google data.

Key Features:

  • Keyword Input – Users enter a seed topic or keyword.
  • Mind Map Generation – The app scrapes Google’s People Also Ask and AI Overviews to collect related terms.
  • Interactive Display – A collapsible tree lets users explore keyword relationships.
  • Save / Load – Users can save mind maps to return to them later.

Tech Stack:

  • Frontend: Next.js, TypeScript, Tailwind CSS
  • AI: Gemini + Genkit for refining keyword relationships
  • Storage & Deployment: Firebase Hosting, Firestore, and Functions

screen shot of FIrebase Studio Codeview

Building It in Firebase Studio

Firebase Studio works like a browser-based IDE, powered by Gemini AI. You describe your app in plain language, and it scaffolds a working prototype instantly.

Here’s how I built mine:

1. Prompted the Prototype

I opened studio.firebase.google.com and typed:

“Build a web app that takes a keyword, scrapes People Also Ask and AI Overviews, and displays a mind map of related keywords using a React tree layout.”

Within seconds, Firebase Studio generated a Next.js blueprint with all the scaffolding in place.

2. Refined with Gemini

Using the chat panel, I asked Gemini to:

  • Add collapsible mind map logic with recursive React components.
  • Integrate Firestore to store and retrieve mind maps.
  • Stub a function to connect to my external scraper (hosted in n8n).

3. Styled It Up

Tailwind CSS handled all the UI. I added custom classes for spacing, typography, and gradients to create a clean, navigable layout.

4. Deployed in One Click

When I was happy with the build, I clicked Publish. Firebase Studio deployed the app to Hosting with a live preview URL—no command line, no config.


What Worked Well

  • Speed: From blank canvas to live prototype in under 30 minutes.
  • Context-Aware AI: Gemini made smart suggestions within the app structure.
  • No Setup Needed: Firebase Hosting, Firestore, and Functions were all ready to go.

What Needed Work

  • Mind Map Logic: Gemini’s first output was more of a list than a map. It took a few prompt rounds to get proper collapsible tree logic.
  • Scraping Limitations: Since Firebase Studio runs in-browser, it can’t scrape directly. I used an external n8n webhook to handle that.

Why It Matters

Firebase Studio isn’t just for experiments—it’s a practical, flexible dev tool. Whether you’re building internal dashboards, marketing tools, or AI-assisted workflows, it:

  • Speeds up your first 80% dramatically
  • Reduces boilerplate work
  • Lets you work directly with AI inside your code editor

Try It Yourself

  1. Visit studio.firebase.google.com
  2. Log in with your Google account
  3. Hit “Prototype with AI” and describe your idea
  4. Use the AI agent or code manually to refine it
  5. Deploy with ease direct to firebase hosting

Frequently Asked Questions

What is Firebase Studio?

Firebase Studio is Google’s browser-based, full-stack development environment, built on Code‑OSS (the open‑source core of VS Code) with AI capabilities from Gemini and Genkit. It lets you build, prototype, test, and deploy apps—all entirely in the browser—with tight integration into Firebase services (Firestore, Auth, Hosting, Functions, etc.

What’s the best way to craft prompts for prototyping with Firebase Studio?

Think of each key idea as a node on your mind map:
Feature Keywords: e.g., “image upload”, “real-time chat”, “OAuth login”
UI Hints: e.g., “dark mode”, “mobile-first”, “analytics dashboard”
Data needs: e.g., “Firestore movies collection”, “user profiles”
Use concise, descriptive phrases. You can combine text, images, even sketches to guide the AI agent. It’ll generate a blueprint and code based on your mind map structure

How does Firebase Studio differ from the Firebase Console?

Firebase Studio is an IDE with AI assistance for writing and deploying code.
Firebase Console is the management interface for project settings, security rules, database configurations, analytics, and hosting setup.
They work together: Studio handles your code and deployment, while Console manages backend configuration and observability

Is Firebase Studio free to use, and how do I deploy my app?

Firebase Studio is currently in preview and free to use. Once your app is ready, click “Publish” in Studio to deploy to Firebase Hosting with one click. It leverages Google’s global CDN under the hood

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Brad Holmes

Brad Holmes

Web developer, designer and digital strategist.

Brad Holmes is a full-stack developer and designer based in the UK with over 20 years’ experience building websites and web apps. He’s worked with agencies, product teams, and clients directly to deliver everything from brand sites to complex systems—always with a focus on UX that makes sense, architecture that scales, and content strategies that actually convert.

Thanks Brad, I found this really helpful
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