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$400K/Month From a Single-Feature AI App

  • CoinSnap

  • AI Coin Identifier App
  • $400,000 monthly revenue

Jason Lee opens a tutorial with a stat that stopped me πŸ‘‡

I found this app that makes $500,000 per month… CoinSnap. This is a coin identifier app… An app that just takes a photo of a coin and tells you what it’s worth. It literally just has one feature.

Sensor Tower puts CoinSnap closer to $400K/month, but still crazy revenue for an app with one feature 🀯

The real kicker: the same dev (Next Vision Limited) is running 23 other apps using the exact same template πŸ‘€

Rock Identifier making 100k per month… an antique identifier also making 100k per month. Insect or bug identifier making 40k per month, and the list goes on.

Mushroom ID, banknote ID, vinyl valuer, stamp ID, sports card scanner, comic book ID, crystals ID. Same formula every time: pick a niche, ship a one-feature scanner, freemium subscription.

And the technical bar has collapsed. Jason walks a non-coder through cloning CoinSnap in 20 minutes using AI. Each scan costs less than a cent.

What niche have they missed? πŸ€” Sneakers, watches, designer handbags, vintage toys, fabrics – all winnable.

Related πŸ‘‡

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Updated: August 9, 2026

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