146 Vibe Coded Apps With Real Revenue — and Why 97% of the Rest Die

Vibe coded apps can make real money, and some already do. The ProvenStartups index holds 146 vibe coded apps with revenue on record, 89 of them run by one person. 70 publish a monthly figure, with a median of about $27K/mo (as of 11 October 2026). The other half of the story is harsher. One tracker of more than 1,000 vibe coded apps found 97% dead, abandoned, breached or stuck under $500 a month after six months.

Contents

• ·Which vibe coded apps make money?
• ·How much do vibe coded apps earn?
• ·Why do most vibe coded apps fail?
• ·How do you build a vibe coded app that survives?
• ·Frequently Asked Questions

Which vibe coded apps make money?

The earners look boring from the outside: each does one job for a buyer who already spends money on it. The table lists the clearest examples, with the tool and evidence grade beside each figure.

Two details stand out. Launch Fast's founder had no technical background; he ran two Amazon brands and built for people like himself. Gravl copied a proven app's interface and fixed the one thing it got dangerously wrong, its training plans.

How much do vibe coded apps earn?

The published numbers are strong; the unpublished majority is the real baseline. Of the 146 vibe coded apps (the AI builders themselves, such as Lovable and Bolt, are excluded):

• ·40 report $10K–$100K a month
• ·17 report more than $100K a month
• ·8 report $1K–$10K a month
• ·5 report under $1K a month

That is 70 with a figure, and 76 with nothing public. Founders who reach $20K/mo give interviews; founders at $200/mo usually do not. The evidence mix is a second filter: 21 are third-party verified, 78 founder-reported, 27 creator-relayed and 20 unproven. A few creator-relayed figures are benchmarks, meaning the revenue of the app being copied rather than the copier's own; each case page says which. Our grading method explains why we never average across grades.

By type, the 146 include 44 SaaS products, 38 consumer apps, 19 AI services, 10 AI websites and 7 directories. Nine are cautionary tales, businesses that earned money and then broke. Read those before you read the winners.

Why do most vibe coded apps fail?

Most fail for business reasons first and code reasons second. A Los Angeles AI consultant tracked more than 1,000 vibe coded apps between February 2025 and March 2026; the audit is summarized in our index. He counted an app as failed if it was dead, abandoned, breached, or under $500 a month after six months. By that line, 97% failed. Nearly all failures came from three causes:

1. 1.A crowded customer profile. Thousands of builders shipped the same note-taker, résumé tool or "AI for X" wrapper to the same online crowd.
2. 2.A trust ceiling. The app handled data or money it was never built to protect. Veracode's 2025 GenAI code security test found 45% of AI-generated code samples introduced OWASP Top 10 vulnerabilities.
3. 3.Feature compounding. Each new feature added bugs nobody could find. In METR's controlled study, experienced developers expected AI to make them 24% faster and measured 19% slower.

Topical Map AI shows a gentler version. It was vibe coded in about ten days and made money fast. Its founder then lists his mistakes: a lifetime deal instead of a subscription, and growth that depended on a partner's marketing.

How do you build a vibe coded app that survives?

Pick a boring buyer, take money before writing code, and keep a human in charge of the core logic. The survivors in our data share four habits.

1. A buyer you can name and reach. Packager's founder found IT admins complaining on forums before he built anything. The audit's own survivors sell dental intake, HVAC routing and freight dispatch, one at $1,400 a month per shop.

2. Money committed before code. Runafy pre-sold through a landing page before writing code; the audit's 3% ran about ten buyer conversations and usually took a deposit. If you cannot get five conversations, the market is harder than it looks.

3. AI for typing, a human for architecture. Prayer Lock skipped login and a database entirely, so there was almost nothing to break. If your app stores data or money, read every line of the core logic, and be able to debug it without the AI.

4. A pre-launch security check. Before charging anyone, confirm that:

• ·strangers cannot reach your API without logging in;
• ·the paywall cannot be bypassed from the browser's developer tools;
• ·no secret keys ship inside the front-end code.

Then choose the tool, not before. Earners in this index used Cursor, Claude Code, Codex, Bolt, Lovable and Replit. See 59 apps built with Claude Code and Cursor vs Claude Code for tool-level detail. If you are building a website rather than an app, read vibe coded websites.

Frequently Asked Questions

Are there successful vibe coded apps?

Yes. The index holds 146 vibe coded apps with revenue on record. Launch Fast, an Amazon research tool built in 48 hours with Cursor, reached about $21.8K/mo. Prayer Lock, an iPhone app built in three days, reports $21K/mo. Both are graded third-party verified.

Can non-programmers build a profitable vibe coded app?

Some have. Launch Fast's founder had no technical background, and the brothers behind Shipyard describe themselves as non-technical; Shipyard reports $25.6K MRR. What they had instead was a market they knew well and a way to reach it.

Why do most vibe coded apps fail?

One consultant who tracked more than 1,000 vibe coded apps found 97% dead, abandoned, breached or under $500 a month after six months. The common causes were a crowded customer profile and a trust or security ceiling. The third was features piling up until the code could not be debugged.

Are vibe coded apps secure?

Not by default. Veracode's 2025 test found 45% of AI-generated code samples introduced OWASP Top 10 vulnerabilities. Before launch, check that strangers cannot reach your API unauthenticated and that the paywall cannot be bypassed in the browser. Make sure no secret keys ship in the front end.

What is the best tool for vibe coding an app?

The index does not crown one. Earners used Cursor, Claude Code, Codex, Bolt, Lovable and Replit. Choose the tool you can review code in quickly, and move off no-code builders once your app holds customer data or money.