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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.

AI

Added April 8, 2026 · Last analysed April 10, 2026 · via · 20% unique tagline (similar to CAIBS Center for AI Behavioral Standards)

StackScope is a free public catalogue of indie launches. We find launches on Product Hunt, Hacker News and similar feeds, then crawl each site to detect its tech stack and score it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 10 April 2026; the live site may have changed since.

CAIBS Center for AI Behavioral Standards is largely in shape, with a thorough launch checklist and clean crawl signals. Visible gaps: missing several security headers, incomplete legal pages, and no email security records.

Launched on Product Hunt on April 8, 2026. The site is served through Cloudflare. The crawl picked up 10 technologies on this site, covering analytics, AI builders, CDN, and CSS frameworks. The stack includes React, Tailwind CSS, and Cloudflare.

For context, it's on one of the most common stacks we track, shared by 291 launches.

If you own this site, refresh the snapshot and see the full fix list any time →

6.4
StackScope Score
Good
90/100 Launch Readiness
Launch ready
2/3 Legal
Partial
2/2 Crawl files
Complete
Vibe Score 100 · Strong AI signals
How much the site looks AI-generated. Informational pattern-match signal, not a verdict. Does not feed the StackScope Score. See which fingerprints fired →

Tech Stack (10)

Infrastructure
CDN Cloudflare (3)
Security HSTS (2)
Build & Framework
CSS framework Tailwind CSS
Developer tools Vite
Font Google Fonts
Framework React
UI library shadcn/ui
Analytics & Marketing
Analytics Plausible
Umami
AI & Emerging
AI builder Manus (2)

Infrastructure

Network
AS13335 · US
DNSSEC
Not enabled
DNS responses unsigned. Cache-poisoning vulnerable.
SSL Certificate
Google Trust Services
Valid 18 Feb 2026 to 19 May 2026
Certificate as captured in this snapshot, not a live check.

Email Security

SPF Not published. Your domain can be spoofed in phishing emails.
?
DKIM Not detected at common selectors. Your provider may use a custom one.
DMARC Not published. Receivers fall back to permissive defaults.
?
MTA-STS Not deployed. Mail to your domain can be downgraded to plaintext en route.
?
TLS-RPT Not configured. You won't hear about silent SMTP TLS handshake failures.

Readiness Breakdown How?

Custom title and meta description
Open Graph tags (title, image, description) (partial) missing og:image
Twitter card meta tags
Canonical URL declared
Responsive viewport meta tag
Favicon present
Semantic HTML (nav, main, article)
Meta description is 189 characters (advisory) Google only shows about 155–160 characters of the description in desktop search results (less on mobile); anything past that won't appear.

Vibe Score Breakdown How?

SignalPoints
Placeholder branding +10
AI CSS signals +10
AI palette signals +5
Recognised AI builder signature +100
AI typography signals +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.

AI Stance

Blocks AI crawlers
llms.txt published
5 AI bots blocked in robots.txt
? No directive declared
? None advertised

Well-Known Files

robots.txt
sitemap.xml (18 URLs)
security.txt
llms.txt
ads.txt
humans.txt
? Privacy Policy not detected
Terms of Service
/terms
? Analytics present, but it set no tracking cookies on our visit (it may be opt-in-gated).

Security Headers (1/6)

Permissions-Policy experimental (check browser support)
X-XSS-Protection deprecated (use Content-Security-Policy)

Performance

1201ms response time
Faster than 8% of sites
7 third-party domains loaded

Build

Code splitting
4 JS files
2 CSS files
7 Third-party domains
Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.