University of Kwazulu-Natal

Vibe Coding Examples 4 Revenue Generating Apps Built With Ai

Bonisiwe Shabane
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vibe coding examples 4 revenue generating apps built with ai

A roundup of successful vibe-coded applications with publicly available revenue figures and technical breakdowns. "It won't scale." "The code quality will be terrible." "No serious customer would pay for that." Skeptical statements like these have dominated the conversation ever since Andrej Karpathy introduced the concept of "vibe coding" — when you build apps primarily through prompting AI models to write the code. But a growing cohort of entrepreneurs has ignored the critics to make real products that are making real money. This post is about these products. We'll cover the basic details of each app but we'll also go deeper, digging into their revenue numbers, the backgrounds of their founders, the AI tools used to create them, and more.

If you’d ask me if you could create a complete money-making SAAS, ecommerce store, or even some digital assets from scratch in less than a day, I would have told you, “No way.” Not... Not even in early 2030. The tools just weren’t there, not in a way that truly simplified things. But today, an entirely new concept changed the game. Vibe coding. This isn’t your typical coding approach.

It’s something completely different. Instead of writing thousands of lines of code, you describe what you want. The AI handles the rest. You tell it to build an online store that sells handmade jewellery. Within minutes, you have a functioning website. The magic happens through natural language.

You speak to the AI like you’d speak to a developer. “Make the checkout process smoother.” “Add a customer review section.” “Change the colour scheme to something more elegant.” Vibe coding projects using AI-powered, no-code and low-code tools enable beginners to launch profitable apps, chatbots, SaaS solutions, games, and utility sites quickly. Case studies show monthly earnings from $200 to over $4,000, with 25% of YC startups utilizing AI code. Monetization methods include subscriptions, ads, and pay-per-use. Vibe coding is all about turning your ideas into income by using AI-powered tools that let you create software with natural language instead of traditional code.

Rather than spending months learning programming languages or debugging complex errors, vibe coding platforms like ChatGPT and Cursor.ai enable almost anyone to build applications by simply describing what they want - no technical expertise... This approach is rapidly gaining traction, with 25% of Y Combinator startups now relying primarily on AI-generated code for prototyping and launching products in a fraction of the usual time. Learn more at Vibe Coding vs. Traditional Coding. Ever since Andrej Karpathy coined the term vibe coding in a now-famous Tweet,1 people (myself included) haven’t been able to stop talking about it. And for good reason.

AI coding has gotten so good in the last few months that the barriers to entry for creating new software products have seemingly evaporated overnight. Now, anyone can create simple software products like web tools, mobile apps, digital games, Chrome extensions, and landing pages without writing a single line of code. You simply tell AI what you want, and it gets to work. As the AI shares its work with you, you can ask for changes using natural language and let it figure out how to implement them. If you’ve never tried vibe coding before, it’s hard to believe it’s real. You may wonder if people are actually creating products this way, and if so, what they actually look like.

Vibe coding for small business is transforming how entrepreneurs build software; no coding bootcamp or developer required. Imagine telling an AI about your dream app on Friday and launching it by Monday using plain English. For many small and medium-sized businesses, vibe coding is much more than another technology trend; it's a faster way to launch with lower costs and larger results. For many small and medium-sized businesses, Vibe coding is much more than just another technology trend; it's also a faster way to launch, smaller margins, and larger results. Vibe coding is amazingly different from traditional app development. Rather than writing each line of code, you tell the computer what you want to do, like "I want a client portal where clients can schedule and make payments," and an AI will write...

According to Google Cloud, this method allows anyone to create websites, applications, and other projects simply by describing their vision. According to IBM, this is a new approach to coding where users use natural language to communicate their intent, and an AI creates executable code from those instructions. Developers first used the term in early 2025, when they were creating full apps within platforms such as Replit, Shopify, and Wix, using conversational AI to perform tasks. Tasks that would have taken weeks to complete via traditional development methods are now often taking less than a day or even hours to complete. I've spent the last few months deep in learning and building mode with the most popular AI coding tools. The internet is calling it .css-19a5n3-Link{all:unset;box-sizing:border-box;-webkit-text-decoration:underline;text-decoration:underline;cursor:pointer;-webkit-transition:all 300ms ease-in-out;transition:all 300ms ease-in-out;outline-offset:1px;-webkit-text-fill-color:currentColor;outline:1px solid transparent;}.css-19a5n3-Link[data-color='ocean']{color:var(--zds-text-link, #3d4592);}.css-19a5n3-Link[data-color='ocean']:hover{outline-color:var(--zds-text-link-hover, #2b2358);}.css-19a5n3-Link[data-color='ocean']:focus{color:var(--zds-text-link-hover, #3d4592);outline-color:var(--zds-text-link-hover, #3d4592);}.css-19a5n3-Link[data-color='white']{color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='white']:hover{color:var(--zds-gray-warm-5, #a8a5a0);}.css-19a5n3-Link[data-color='white']:focus{color:var(--zds-brand-almost-white, #fffdf9);outline-color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='primary']{color:var(--zds-text-link, #3d4592);}.css-19a5n3-Link[data-color='primary']:hover{color:var(--zds-text-link-hover, #2b2358);}.css-19a5n3-Link[data-color='primary']:focus{color:var(--zds-text-link-hover, #3d4592);outline-color:var(--zds-text-link-hover, #3d4592);}.css-19a5n3-Link[data-color='secondary']{color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='secondary']:hover{color:var(--zds-gray-warm-5, #a8a5a0);}.css-19a5n3-Link[data-color='secondary']:focus{color:var(--zds-brand-almost-white, #fffdf9);outline-color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-weight='inherit']{font-weight:inherit;}.css-19a5n3-Link[data-weight='normal']{font-weight:400;}.css-19a5n3-Link[data-weight='bold']{font-weight:700;}vibe coding: building something using natural language...

Along the way, I've rage-quit .css-19a5n3-Link{all:unset;box-sizing:border-box;-webkit-text-decoration:underline;text-decoration:underline;cursor:pointer;-webkit-transition:all 300ms ease-in-out;transition:all 300ms ease-in-out;outline-offset:1px;-webkit-text-fill-color:currentColor;outline:1px solid transparent;}.css-19a5n3-Link[data-color='ocean']{color:var(--zds-text-link, #3d4592);}.css-19a5n3-Link[data-color='ocean']:hover{outline-color:var(--zds-text-link-hover, #2b2358);}.css-19a5n3-Link[data-color='ocean']:focus{color:var(--zds-text-link-hover, #3d4592);outline-color:var(--zds-text-link-hover, #3d4592);}.css-19a5n3-Link[data-color='white']{color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='white']:hover{color:var(--zds-gray-warm-5, #a8a5a0);}.css-19a5n3-Link[data-color='white']:focus{color:var(--zds-brand-almost-white, #fffdf9);outline-color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='primary']{color:var(--zds-text-link, #3d4592);}.css-19a5n3-Link[data-color='primary']:hover{color:var(--zds-text-link-hover, #2b2358);}.css-19a5n3-Link[data-color='primary']:focus{color:var(--zds-text-link-hover, #3d4592);outline-color:var(--zds-text-link-hover, #3d4592);}.css-19a5n3-Link[data-color='secondary']{color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='secondary']:hover{color:var(--zds-gray-warm-5, #a8a5a0);}.css-19a5n3-Link[data-color='secondary']:focus{color:var(--zds-brand-almost-white, #fffdf9);outline-color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-weight='inherit']{font-weight:inherit;}.css-19a5n3-Link[data-weight='normal']{font-weight:400;}.css-19a5n3-Link[data-weight='bold']{font-weight:700;}Replit and Cursor more times than I'd... Here, I'm sharing some of my favorite vibe coding projects—including one of my own—in the hopes that they'll inspire you to give it a try (or at least not throw your computer at the... .css-19a5n3-Link{all:unset;box-sizing:border-box;-webkit-text-decoration:underline;text-decoration:underline;cursor:pointer;-webkit-transition:all 300ms ease-in-out;transition:all 300ms ease-in-out;outline-offset:1px;-webkit-text-fill-color:currentColor;outline:1px solid transparent;}.css-19a5n3-Link[data-color='ocean']{color:var(--zds-text-link, #3d4592);}.css-19a5n3-Link[data-color='ocean']:hover{outline-color:var(--zds-text-link-hover, #2b2358);}.css-19a5n3-Link[data-color='ocean']:focus{color:var(--zds-text-link-hover, #3d4592);outline-color:var(--zds-text-link-hover, #3d4592);}.css-19a5n3-Link[data-color='white']{color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='white']:hover{color:var(--zds-gray-warm-5, #a8a5a0);}.css-19a5n3-Link[data-color='white']:focus{color:var(--zds-brand-almost-white, #fffdf9);outline-color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='primary']{color:var(--zds-text-link, #3d4592);}.css-19a5n3-Link[data-color='primary']:hover{color:var(--zds-text-link-hover, #2b2358);}.css-19a5n3-Link[data-color='primary']:focus{color:var(--zds-text-link-hover, #3d4592);outline-color:var(--zds-text-link-hover, #3d4592);}.css-19a5n3-Link[data-color='secondary']{color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='secondary']:hover{color:var(--zds-gray-warm-5, #a8a5a0);}.css-19a5n3-Link[data-color='secondary']:focus{color:var(--zds-brand-almost-white, #fffdf9);outline-color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-weight='inherit']{font-weight:inherit;}.css-19a5n3-Link[data-weight='normal']{font-weight:400;}.css-19a5n3-Link[data-weight='bold']{font-weight:700;}Which vibe coding tools to use .css-19a5n3-Link{all:unset;box-sizing:border-box;-webkit-text-decoration:underline;text-decoration:underline;cursor:pointer;-webkit-transition:all 300ms ease-in-out;transition:all 300ms ease-in-out;outline-offset:1px;-webkit-text-fill-color:currentColor;outline:1px solid transparent;}.css-19a5n3-Link[data-color='ocean']{color:var(--zds-text-link, #3d4592);}.css-19a5n3-Link[data-color='ocean']:hover{outline-color:var(--zds-text-link-hover, #2b2358);}.css-19a5n3-Link[data-color='ocean']:focus{color:var(--zds-text-link-hover, #3d4592);outline-color:var(--zds-text-link-hover, #3d4592);}.css-19a5n3-Link[data-color='white']{color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='white']:hover{color:var(--zds-gray-warm-5, #a8a5a0);}.css-19a5n3-Link[data-color='white']:focus{color:var(--zds-brand-almost-white, #fffdf9);outline-color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='primary']{color:var(--zds-text-link, #3d4592);}.css-19a5n3-Link[data-color='primary']:hover{color:var(--zds-text-link-hover, #2b2358);}.css-19a5n3-Link[data-color='primary']:focus{color:var(--zds-text-link-hover, #3d4592);outline-color:var(--zds-text-link-hover, #3d4592);}.css-19a5n3-Link[data-color='secondary']{color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-color='secondary']:hover{color:var(--zds-gray-warm-5, #a8a5a0);}.css-19a5n3-Link[data-color='secondary']:focus{color:var(--zds-brand-almost-white, #fffdf9);outline-color:var(--zds-brand-almost-white, #fffdf9);}.css-19a5n3-Link[data-weight='inherit']{font-weight:inherit;}.css-19a5n3-Link[data-weight='normal']{font-weight:400;}.css-19a5n3-Link[data-weight='bold']{font-weight:700;}10 vibe coding examples Non-technical founders are building six-figure businesses using AI to write their code Back in early 2024, Paul Graham noted that “the next big startup may look like a toy at first.”

Turns out, he might’ve been talking about apps built entirely with AI. Plenty of engineers rolled their eyes when people started using ChatGPT to write full-stack apps by prompt. “It’s messy,” they said. “It’s not real programming.” But now? Non-technical founders are quietly shipping tools, landing paying users, and even hitting $10K MRR—all without writing a single line of code by hand.

A curated list of vibe coding references, collaborating with AI to write code. This section displays items in reverse chronological order, with the most recent entries at the top. Contributions welcome! Read the contribution guidelines first.

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