Micro-SaaS & AI ProductsSource date: June 8, 2026Last reviewed October 20, 2026

A self-taught developer turned his card collecting hobby into two scanner apps that he says make $120K a month

Kyle Fowler built Cardstock by hand, then used Cursor's agent to make the MVP of Scanemon, a Pokemon card version, in a day.

Subject: Cardstock and Scanemon (Kyle Fowler)Subscription mobile apps that identify and value collectible cards

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

Case Overview & Background

Kyle Fowler launched Cardstock six years before the interview. It began with three people in a basement making a few hundred dollars a month. Cardstock lets collectors scan a sports card with their phone camera, find its value and track their collection. A year before the interview, his team launched Scanemon, the same idea for Pokemon cards.

How AI Is Used

AI built the second app. He says he had Cursor's agent generate the Scanemon MVP and it did very well, taking about a day. The team now codes with Codex through ChatGPT subscriptions, Cursor and Claude. Cardstock itself was built before these tools.

Step-by-Step Process

Step 01Build for your own hobby

He made Cardstock for card collectors like himself.

Step 02Reuse a proven app for a new niche

Scanemon applies the same scanner to Pokemon cards.

Step 03Use AI to ship the next app fast

Cursor's agent generated the Scanemon MVP in a day.

Customer Acquisition & Distribution

A Reddit post at launch, and now TikTok slideshows, which he says have worked very well.

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
  • Collectible card markets go through hype cycles
  • The first app took years to grow before AI tools existed

Key Takeaways

  • Once one app works, AI can help you clone it for a new niche in days
  • Hobbies you know well are a good source of app ideas

Sources

Interview SiteJune 8, 2026

Starter Story: I Turned My Hobby Into $120K/Month Apps

Note: Video interview with transcript. States the 120,000 a month figure, Cardstock subscriptions and the AI build of the second app.

Open Source
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Case ID: cs-cardstock-scanemon-card-scanner-apps-120
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