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VibeShield vs Citrusˣ

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 Citrusˣ
DetailVibeShield logo VibeShieldCitrusˣ logo Citrusˣ
What it doesSecurity scanner for AI-built websites Validate and monitor AI and LLM models for accuracy, robustness, and governance
StageNot given Not given
FoundedNot given Not given
Based inNot given IL
Pricing modelFreemium Not given
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
  • Real-time monitoring and alerts for model mistakes
  • Comprehensive validation metrics for stability and accuracy
  • Model explainability at global and local levels
  • Detection of anomalies and model vulnerabilities
  • Bias and fairness analysis
  • Governance tools for regulatory compliance
  • Automated real-time reporting for stakeholders
  • Actionable mitigation steps and risk reduction
  • Production monitoring to prevent performance deterioration
  • Real-time prediction explanation with error and certainty metrics
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
  • Outperforms international explainability benchmarks like SHAP and LIME
  • Unique ability to dive into local samples in real time
  • Patent-pending proprietary methodology
  • Comprehensive solution covering development and deployment
  • 82% faster time to production
Community votes00
DR (Domain Rating by Ahrefs)1 +1 (up) since last check25 no change since last check
Trust Flow (Majestic)26
Citation Flow (Majestic)1416
Referring domains (Majestic)177

3 details filled in for both companies.

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