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AI-NativeMedium Effortglobal

VibeShield — Security & Quality Audit Platform for Vibe-Coded Apps

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Score78/100
Mar 17, 2026
TAM
€12.3B — Global vibe coding tools market by 2027, of which security/quality tooling is ~10-15% = ~€1.5B
SAM
€300M — Solo developers and small teams using vibe coding tools who actively deploy to production (estimated 2M+ users × $150/yr average spend on dev tools)
SOM
€500K-€2M (Year 1-2) — Capturing 2,000-5,000 Pro subscribers at $29/mo + one-time scans
AINext.jsSupabaseSaaSPortugalB2B

The Problem (with evidence)

The "vibe coding hangover" is real and accelerating. Millions of non-developers and junior developers are shipping production apps built with Lovable, Bolt.new, Re...

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