All AI builders — Lovable, Bolt, Cursor, v0, Replit

Vibe Code Security Checker

First-party data & sources: Launch Ready Code has scanned 700+ AI-built apps. Average Launch Readiness Score: 44/100. Most common critical failures: missing HTTP security headers (83%), no rate limiting on auth endpoints (71%), exposed API keys or secrets (67%), absent database Row Level Security (58%). Vulnerability classifications referenced on this page follow OWASP Top 10 and MITRE CWE Top 25; CVE/CVSS references are drawn from the NIST National Vulnerability Database. — Jai Mittal, Founder & CTO, Launch Ready Code

A vibe code security checker scans your AI-built app for the vulnerabilities that AI tools create but don't resolve. Enter your app URL and get a Launch Readiness Score in 10 seconds — no account, no code access, no setup required.

No code access required Results in 10 seconds 40+ security checks

This vibe code security checker scans your live app URL for the vulnerabilities AI coding tools create but do not resolve: exposed API keys, unauthenticated database access, missing rate limiting, insecure CORS, and absent security headers. Enter your URL and receive a Launch Readiness Score out of 100 with specific findings in under 60 seconds — no code access required.

Why vibe-coded apps need a security check?

AI coding tools are transformative for building products. They are not designed to be security tools. The gap isn't in the code — it's in what the AI didn't configure.

45%
of AI-generated code contains at least one OWASP Top 10 vulnerability
(Veracode, 2025)
20
security incidents in AI-built applications in a single month — February 2026
(Cloud Security Alliance)
NeedsWork
Typical Launch Readiness Score for a vibe-coded app at first launch
CVE-2025-48757

170+ Lovable apps exposed in a single vulnerability disclosure — Supabase row-level security disabled with no policies, so anyone with the public anon key could read every row in the database.

Data breach

Tea App leaked 1.1M private messages due to missing Storage bucket policies — a configuration step outside the scope of the AI tool that built the app.

Auth token leak

Moltbook leaked 1.5M auth tokens — server-side secrets exposed in the client-side JavaScript bundle, a common pattern in vibe-coded apps at first launch.

Database exposure

Quittr hit $1M revenue, then 39,000 users' data was exposed in a publicly readable Firebase database with row-level security disabled.

What a vibe code security check covers?

Four dimensions, 40+ individual checks. Each mapped to the specific failure modes AI tools introduce but don't resolve.

What is step 1: Security?

The highest-risk dimension. Covers what AI tools scaffold but don't harden.

  • Supabase / Firebase row-level security and database permissions
  • API key and secret exposure in client-side code
  • Authentication endpoint rate limiting
  • CSRF protection on state-changing routes
  • Security headers (CSP, HSTS, X-Frame-Options, X-Content-Type-Options)
  • Broken object-level authorisation (IDOR)
  • Input validation and injection vulnerabilities
  • Session management and token expiry
Tools: Semgrep, Snyk, gitleaks, trivy · Automation: 75–80%

What is step 2: Reliability?

Checks that the app handles failure states without exposing internals or crashing.

  • Error handling coverage (uncaught exceptions that expose internals)
  • Retry logic for external API calls
  • Transaction boundary correctness
  • Graceful degradation under service failure
Tools: ESLint custom rules, custom AST checks · Automation: 70–75%

What is step 3: Performance?

Identifies patterns that appear correct at 100 users and break at 10,000.

  • N+1 query patterns from database ORMs
  • Missing database indexes on filtered columns
  • JavaScript bundle bloat (unused dependencies)
  • Synchronous blocking operations
Tools: Lighthouse, custom DB profilers · Automation: 60–65%

How do you monitoring?

Verifies that when things go wrong, you know before your users do.

  • Error tracking service present and configured
  • Uptime monitoring active
  • Alert thresholds for payment and auth failures
  • Logging quality and PII handling
Tools: Custom probes for Sentry/Datadog, log pattern analysis · Automation: 50–55%

How to use the vibe code security checker?

No account. No code access. No setup. The scanner probes your live deployment using the same approach an attacker would use.

01

What should you know about Enter your app URL?

Go to launchreadycode.com and enter your live deployment URL. Any publicly accessible URL works — Vercel, Render, Railway, Netlify, or a custom domain.

02

Get your Launch Readiness Score in 10 seconds?

Your score out of 100 appears immediately alongside P0 (critical) findings highlighted. No signup required to see the score.

03

What should you know about Review critical findings?

P0 findings are surfaced immediately in the free scan. These are the issues that need fixing before you drive more traffic or collect more user data.

04

Get the full audit report with fix recommendations?

The full audit report ($499 one-time) covers all four dimensions with severity-classified findings and step-by-step implementation guidance. Engineer-verified, delivered within 48 hours.

What should you know about Launch Readiness Score explained?

Every scan produces a score out of 100. The score tells you exactly where you stand — and what to do next.

Score Status What it means
90–100 Launch Ready No critical issues. Minor improvements only. Safe to scale aggressively.
70–89 Near Ready 1–2 dimensions need attention. Fixable in a week. Don't run paid acquisition yet.
50–69 Not Ready Multiple P1 findings present. Fix before adding paid features or collecting sensitive data.
Below 50 Critical P0 findings present. High risk with real users. Fix before scaling user acquisition.

Most vibe-coded apps need significant security hardening before launch.

Frequently asked questions

What is vibe coding and why does it create security issues?

Vibe coding is building software using AI tools (Lovable, Bolt.new, Cursor, v0, Replit) by describing what you want in natural language. The tools generate excellent product code — UI, database schema, API routes, auth scaffolding. They don't configure the security layer: database row permissions, rate limiting, CSRF protection, security headers, and secrets management require manual steps. This is not a flaw in the tools — it's a scope boundary. The security check covers the scope the tools don't.

Does the security checker require code access?

No. launchreadycode.com scans your live deployed URL using external probes — the same approach an attacker would use. It doesn't require Git access, database credentials, or any login to your infrastructure. For deeper static analysis (code-level findings), Code Care plans include repository access via GitHub App with read-only permissions.

How long does a vibe code security check take?

The free scan takes 10 seconds and returns a Launch Readiness Score with P0 findings highlighted. The full audit report, engineer-verified and delivered within 48 hours, covers all four dimensions with severity-classified findings and fix recommendations. Fix implementation time depends on findings: a P0 RLS fix takes 20 minutes; a full set of P1–P2 fixes typically takes 4–8 hours.

What is a good Launch Readiness Score?

90+ is launch-ready. Below 70, we'd recommend addressing the highest-severity findings before actively driving user growth — not because the app will break, but because the cost of fixing issues scales with user count. At 100 users, an RLS misconfiguration is a 20-minute fix. At 10,000 users, it's a public incident.

How often should I run a vibe code security check?

Before launch, after every major feature addition, and after any infrastructure change (new integrations, database schema changes, new API routes). Our Starter plan ($149/month) runs daily automated scans and sends a weekly digest of new findings — so you know your security posture is current without thinking about it.

What should you know about Run your free security check now?

Enter your app URL and get a Launch Readiness Score in 10 seconds. No account, no code access, no setup required.

Scan my app — free

Research sources