CAIBS Center for AI Behavioral Standards
Rate any AI system for free using the CAIBS Behavioral Impact Test. Evaluate AI across 5 dimensions: Decision Impact, Actionability, Behavior Change, Accountability, and Real-World Results.
71% unique tagline
caibsinstitute.manus.space
· Added April 8, 2026
· Last analysed April 10, 2026· via 
This analysis is a snapshot taken on 10 April 2026. The site may have changed since then and results may not reflect its current state.
Tech Stack (10)
Infrastructure
| Cloudflare | Cdn | http_header_name |
| HSTS | Security | http_header_name |
Build & Framework
| Google Fonts | Font | link_href |
| React | Framework | structural_signal |
| shadcn/ui | Ui library | structural_signal |
| Spotify | Media | script_src |
| Tailwind CSS | CSS framework | structural_signal |
AI & Emerging
| Manus | AI builder | pattern analysis |
Infrastructure
SSL Certificate
Google Trust Services
Expires 19 May 2026
Readiness Breakdown How?
✓
Favicon present
✓
Open Graph tags (title, image, description)
✓
Canonical URL declared
✓
Responsive viewport meta tag
✓
Custom title and meta description
✓
Twitter card meta tags
✓
Semantic HTML (nav, main, article)
-
Source maps not exposed in production
-
Error tracking service installed
-
Privacy policy page present
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| Placeholder-style branding | +10 |
| Distinctive CSS conventions | +10 |
| Conventional landing-page palette | +5 |
| Recognised AI builder signature | +100 |
| Distinctive typography conventions | +5 |
This score is based on structural patterns and is not definitive. Many legitimate sites may trigger signals, and AI-built sites may go undetected. It should be treated as an indicator, not a verdict.
Is this your site? 5 tips to improve your score
-
Add a
/.well-known/security.txt so security researchers can reach you. Learn more
-
Consider adding a
llms.txt file to help AI models understand your site. Not yet a standard, but gaining adoption. Learn more
-
Improve your security headers. Scan your site at securityheaders.com to see what's missing.
-
Your site has structural patterns commonly associated with AI code generation. Customising templates, comments, and default styles can make it feel more unique.
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