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VibeShield vs Canary

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 Canary
DetailVibeShield logo VibeShield Canary
What it doesSecurity scanner for AI-built websites AI writes your code. Canary tests it.
StageNot given MVP
FoundedNot given Not given
Based inNot given US
Pricing modelFreemium Contact for pricing
PricingBasic: Free. Pro: $19 USD/month. Business: $39 USD/month. Not given
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
  • Automatic test generation from code diffs
  • Sandbox app testing with real browsers and APIs
  • Reproduced failures with root causes
  • Automatic regression test creation
  • GitHub PR integration with inline comments
  • Testing at every development step
  • Support for multiple coding agents
  • Slack and Linear integration
  • Comprehensive test reports with evidence
  • CLI for local testing before commits
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
  • Catches bugs in AI-generated code automatically before they reach production
  • Tests code in real browsers and APIs, not just unit tests
  • Automatically converts findings into lasting regression tests
  • Works directly inside coding agents with one-line integration
  • Provides proof with replays and root causes for every failure
Community votes00
DR (Domain Rating by Ahrefs)1 +1 (up) since last check18 no change since last check
Trust Flow (Majestic)25
Citation Flow (Majestic)1432
Referring domains (Majestic)1150

4 details filled in for both companies.

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