Micro-SaaS & AI ProductsSource date: June 14, 2026Last reviewed October 20, 2026

A 21-year-old college student vibe coded a guitar tone app that he says makes $25K a month five months after launch

Kyan built ToneAdapt with Cursor in about a week after ChatGPT could not give him accurate guitar tones, then posted on social media three times a day.

Subject: ToneAdapt (Kyan)Web and mobile subscription app for guitarists

Read original source1 source linked below
A laptop showing revenue charts on a desk beside an open notebook and coffee

Case Overview & Background

Kyan is a college student who had never built anything before. As a guitarist, he was using ChatGPT to work out how to recreate the guitar tones of songs he liked, but the answers were not accurate. Guitarists on Reddit and Instagram had the same problem, so he built ToneAdapt, a website and mobile app that helps a user sound like their favorite song in under 30 seconds.

How AI Is Used

AI built the product and powers it. He says he used Cursor to build the entire project in about a week, writes code with Claude Code, and uses the OpenAI API with a web search API inside the app.

Step-by-Step Process

Step 01Start from your own hobby

He picked a problem he had as a guitarist and confirmed others had it in comment sections.

Step 02Vibe code the first version

He built the whole project with Cursor in about a week.

Step 03Post every day with your face on it

He posted three times a day across Instagram, TikTok, YouTube and Facebook.

Customer Acquisition & Distribution

Organic short-form posts three times a day on Instagram, TikTok, YouTube and Facebook, with his own face on the brand to build trust.

Limitations, Risks & Failure Modes

What may not apply to you, and what could go wrong:

  • The figures are self-reported and were not independently checked
  • The app is only months old
  • A niche hobby audience can limit how big it gets

Key Takeaways

  • A small problem in a hobby you know can be a paying niche
  • AI coding tools let a first-time builder ship in a week

Sources

Interview SiteJune 14, 2026

Starter Story: The First App I Ever Built Makes $25K/Month

Note: Video interview with transcript. States the $25,000 a month figure, the 100,000 users, the Cursor build and the AI APIs.

Open Source
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Case ID: cs-toneadapt-guitar-tone-app-built-with-cur
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