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VibeShield vs TestOptim AI

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 TestOptim AI
DetailVibeShield logo VibeShieldTestOptim AI logo TestOptim AI
What it doesSecurity scanner for AI-built websites No-code AI QA testing for web apps that explores your app, writes end-to-end tests, and reports bugs with screenshots.
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Free trial
PricingBasic: Free. Pro: $19 USD/month. Business: $39 USD/month. Solo: $19/month (100 test executions/month, 2 projects, 30 pages explored/month), Startup: $49/month (260 test executions/month, 5 projects, 80 pages explored/month), Growth: $149/month (800 test executions/month, 15 projects, 250 pages explored/month). Enterprise: Custom pricing. 7-day free trial o
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
  • No SDK to install or code changes required
  • Autonomous test generation covering happy paths and edge cases
  • Plain-English tests with self-healing selectors
  • Scheduled, CI and GitHub webhook triggered runs
  • Works behind login with support for one-time codes
  • Supports any web framework via URL
  • 99.8% accurate self-healing selectors
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
  • No tests to write or code to maintain versus managed services and frameworks like Cypress that require manual test authoring
  • Self-healing selectors that target elements by context instead of CSS classes that break on markup changes
  • Coverage grows continuously from scheduled and CI runs instead of only at release time
  • Comprehensive AI exploration discovers edge cases and negative flows that manual QA misses
  • Self-serve autonomous testing with transparent pricing versus managed QA contracts
Community votes00
DR (Domain Rating by Ahrefs)1 +1 (up) since last check5 no change since last check
Trust Flow (Majestic)25
Citation Flow (Majestic)1419
Referring domains (Majestic)130

5 details filled in for both companies.

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