How VisualizeAI Earned $30K in 3 Months with a 5-Day MVP

Background

In early 2023, Vatsal Sanghvi saw how architects and interior designers spent endless hours sketching iterations. He teamed up with friend and product expert Rushab Jain to launch VisualizeAI—a tool that turns text prompts into polished room visuals. Rather than polishing every pixel, they focused on speed to market, leveraging open-source AI models.

Rapid MVP Development

Armed with Python, React and the Stable Diffusion API, the duo built a working prototype in just five days. They deployed to Vercel, set up a custom domain, and configured authentication via Auth0. By day six, architects could log in and generate design variations from simple prompts like “modern living room with wood accents.”

Early Validation and Feedback

Instead of waiting for perfection, they launched a bare-bones landing page and shared it in online architecture forums. Early feedback highlighted missing export formats, so within a week they added downloadable high-resolution JPEG and PNG options. That first paying customer arrived on day 12.

Organic Growth Without Ad Spend

Over the next three months, word spread through Slack channels, LinkedIn posts, and virtual meetups. No paid ads were used. The site saw 22,000 unique visits and 7,000 active users; 100 of them upgraded to paid plans, unlocking advanced features like batch generation and style presets.

Monetization Strategy

VisualizeAI adopted a freemium model: free tier for basic use, subscription at $15/month for unlimited exports and team collaboration. In month three, they hit $1,500 in total revenue and stabilized at $500 MRR, confirming strong demand in the niche.

Acquisition and Beyond

A Canadian real estate tech firm noticed the traffic and revenue trajectory. They approached VisualizeAI with an acquisition offer. Within three weeks of negotiation, the founders agreed on a $30,000 purchase. The exit gave both co-founders runway to focus on new audio-AI ventures: Audionotes.app and Podnotes.app, which have brought in $40,000 over three months.

Key Learnings

• Move fast with a minimal feature set; perfection can wait until after user validation.
• Target a narrow audience with a real pain point—architecture workflows in this case.
• Leverage existing AI models and deployment platforms to cut development time to days.
• Use organic channels—forums, social media, communities—to grow without ad spend.
• Offer a freemium model to lower onboarding friction and upsell advanced features.
• Be open to acquisition discussions once traction is clear; exits can come quickly.