Vibe Coding Inspiration: 7 AI-Powered SaaS Projects

Vibe coding is transforming how founders build SaaS MVPs, leveraging AI to write most of the code in days. Here are seven innovative projects showcasing this trend.

1. City-Style Website Analytics Tool

Founder csallen created an analytics tool that visualizes website traffic as a city, showing visitors moving between pages in real time. AI tools like Cursor and Claude Sonnet 3.7 generated 95% of the code, cutting development time significantly.

2. Voice-Controlled Recipe Site

YC partner t_blom developed a recipe platform where users can navigate recipes hands-free using voice commands. Built in weeks with Windsurf and OpenAI's voice mode API, it caters to cooks who need to multitask in the kitchen.

3. SEO ROI Calculator

Founder ctwtn built a tool to estimate SEO revenue potential and timelines, addressing a common pain point for businesses. Vibe coding enabled rapid development, making SEO planning more data-driven for users.

4. AI-Driven Penetration Testing Tool

Sim0Rachidi’s open-source tool uses an AI swarm to scan websites for security vulnerabilities, developed in just two days. This project highlights how vibe coding can tackle complex cybersecurity challenges quickly.

5. Viral Content Generator

Sebastianvolkis launched a SaaS that scans trending news for viral potential and creates short-form content, earning £5.5k on launch day. The MVP, built in four days, shows how vibe coding can lead to fast market validation.

6. Affiliate Marketing Platform

Efesopoulos crafted a cost-effective platform for managing affiliate marketing campaigns, simplifying the process of recruiting affiliates. Vibe coding streamlined development, making affiliate tracking accessible to smaller businesses.

7. Adaptive AI Form Builder

Amrix_j’s Chadform uses AI to create forms that adapt to user responses, improving data collection. This project demonstrates how vibe coding can enhance user experience through personalized interactions.

Bonus: Mock API Data Generator

S_r_x_9 developed a tool that generates mock API data from schemas, helping frontend developers work without waiting for backend teams. This addresses a common bottleneck in development workflows.

Want to dive deeper? Check out more vibe coding insights and case studies at Indie Hackers.

Additional Context on Vibe Coding’s Rise

The term "vibe coding" was coined by AI expert Andrej Karpathy, a former Tesla and OpenAI researcher, reflecting a broader 2025 trend where AI tools like Cursor and GitHub Copilot are democratizing software development.

A 2025 DeepLearning.AI course, "Vibe Coding 101 with Replit," highlights the growing educational focus on AI-assisted coding, teaching non-developers to build apps using natural language prompts.

The surge in vibe coding aligns with a 2025 data renaissance, where AI-powered tools are revolutionizing industries like analytics and content creation, as noted by ThoughtSpot's report on AI visualization tools.

More Vibe Coding Resources

For more vibe coding insights and techniques, check out our additional guides:

Vibe Coding Guide 15 Rules of Vibe Coding