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VibeShield vs COLVO

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 COLVO
DetailVibeShield logo VibeShieldCOLVO logo COLVO
What it doesSecurity scanner for AI-built websites Test and guard AI agents with outcome verification, not reply verification
StageNot given Not given
FoundedNot given Not given
Based inNot given IT
Pricing modelFreemium Freemium
PricingBasic: Free. Pro: $19 USD/month. Business: $39 USD/month. Free: €0/month with 100 test runs per month; Test: €19/month with 2,000 runs per month; Guard: €99/month with unlimited runs plus live guard features. AI usage is metered separately at cost.
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
  • Isolated sandbox with fresh fake accounts for testing
  • 88 scenario templates for refunds, cancellations, pauses and plan changes
  • CI gate and CLI with dependency-free deployment
  • Policy gate with ALLOW/REVIEW/HOLD/DENY decisions
  • Human approval for risky actions
  • Independent verification of outcome against ground-truth state
  • Guardrails with prompt injection and PII detection
  • Per-end-user spending caps in rolling windows
  • Append-only evidence log with JSON, CSV and PDF export
  • GitHub Action integration for automated testing
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
  • Deterministic verdicts from explicit state checks, not language model decisions
  • No-cost deterministic testing; AI features are optional and separately metered
  • Integrated sandbox testing and production guarding in one platform
  • Idempotent and exactly-once action execution with retry safety
Community votes00
DR (Domain Rating by Ahrefs)1 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)20
Citation Flow (Majestic)140
Referring domains (Majestic)10

5 details filled in for both companies.

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