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VibeShield vs Cobalynx

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

VibeShield compared with Cobalynx
DetailVibeShield logo VibeShieldCobalynx logo Cobalynx
What it doesSecurity scanner for AI-built websites Free AI detector with published error rates
StageNot given Not given
FoundedNot given Not given
Based inNot given IT
Pricing modelFreemium Free
PricingBasic: Free. Pro: $19 USD/month. Business: $39 USD/month. No payment required. Free tier allows 10 certification requests per day per IP.
Key features
  • Live URL security scan for vibe-coded apps
  • Supabase Row Level Security checks
  • Exposed API key and secret detection
  • WCAG accessibility audit with axe-core
  • SEO and AEO technical readiness checks
  • Bundle size and unused code analysis
  • Lab performance measurements (LCP, CLS, FCP, TTFB)
  • GitHub source and Gitleaks secret detection
  • AI fix prompts for Lovable, Bolt, Cursor, Claude
  • Weekly and daily scheduled monitoring
  • Calibrated probability scores with published error rates
  • Inconclusive verdicts for borderline cases
  • Minimum 150 word requirement
  • Content Credentials (C2PA) file checking
  • Document metadata analysis
  • Free human-text certification with downloadable PDF badge
  • No signup or account required
  • Private processing with no data storage
What makes it different
  • Built specifically for AI-coded apps from Lovable, Bolt, v0, Cursor and Replit
  • Evidence-based findings with severity, CWE/OWASP references and fix guidance
  • Copy-paste AI fix prompts ready for your coding tool
  • Real browser testing with Playwright and axe-core, not static analysis
  • Scans public URLs without domain verification or credentials
  • Published error rates with raw counts and confidence intervals
  • Designed to minimize false accusations rather than maximize detections
  • Measures ESL (non-native English) writer accuracy separately
  • Transparent verdicts: reports inconclusive when unsure instead of guessing
Community votes00
DR (Domain Rating by Ahrefs)1 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)22
Citation Flow (Majestic)1413
Referring domains (Majestic)11

5 details filled in for both companies.

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