I built a $99K/month AI app | Starter Story

Dustin built Magi, an AI platform that gives users access to multiple large language models and image/video generators through a single subscription and interface. Two and a half years after launching, the app generates well over a million dollars in annual revenue, approaching $100,000 per month. What makes the story unusual is that Dustin had no coding experience and no money to hire developers when he started. He taught himself enough to build a working MVP in eight weeks using no-code tools, launched it with a built-in audience from a decade of blogging, and scaled it without paid advertising.

The idea: solving a bundle of small frustrations

Dustin had been through several technology booms before AI arrived. When he started using ChatGPT, he noticed a collection of missing features: you could not search your chats, you could not organize conversations into folders, and there was no way to switch between different AI models without maintaining separate subscriptions. These were not dramatic problems individually, but they accumulated into a real friction point. At the same time, he observed that the AI landscape was fragmenting rapidly. Users would need five or six different subscriptions to access the best models from OpenAI, Anthropic, Google, and others. Dustin saw an opportunity to solve both problems at once: give people one dashboard that connected to every major