You’ve got an app idea. So has everyone.

You’ve watched Cal AI turn a photo of your lunch into a calorie count. You’ve maybe wondered how “CatGPT” sold ~$800K of Bluetooth landlines, or how Cluely went viral promising to help you cheat on everything. And somewhere in there you thought: I could build an app.

You’re not alone. That thought is having a moment, and for once the moment is real: building the app is no longer the hard part. A weekend with Lovable, Bolt or Cursor and you’ve got a working thing. The cost of making collapsed to roughly nothing.

Which is exactly why most ideas still go nowhere.

The hard part moved

When everyone can build, building stops being the moat. Every app that broke out in the last two years won on the same thing, and it wasn’t code. It was distribution — a result so postable it did the marketing itself.

Cal AI: snap your plate, get a calorie card worth sharing. Umax: a face scan that hands you a looksmax score people screenshot and dare their mates to beat. Lensa: avatars that flooded Instagram in a week. The shareable artefact is the ad. The app is almost incidental.

Our take: design for TikTok, not the App Store

If you’re starting today, don’t start with the product. Start with the moment someone posts. What’s the three-second hook? What’s the result they’d screenshot? If you can’t name it, the cleverest codebase in the world won’t save you. Build the loop first, the app second.

And know the bit nobody warns you about: the App Store will reject a thin GPT wrapper on sight (guideline 4.3), your paywall has to behave, and your privacy labels have to be honest. Plenty of weekend builds die there, not on the idea.

So we mapped it

We pulled the whole thing into one place — the build stack, the seven-step process from idea to shipped, the anatomy of the viral moment, the App Store gate, and a wall of 40 AI-built apps that actually did it, with the builder and the number behind each. It’s free, it’s a bit of fun, and it might save you from shipping app number 4,000,001.

Building was never the dream. Shipping something people actually want was. That part still takes taste, a point of view, and the nerve to put it in front of a feed. The tools just stopped being the excuse.