SITECUBE /llms.txt Validator · AI Crawler Registry · Web-to-Token Observatory

Methodology & Web-to-Token Metrics

How Sitecube measures HTML token bloat, /llms.txt compliance, AI crawler policies, and edge response timings.

Metric / Dimension Weight Verification Method
AI Manifests & Token Efficiency 28% Measures raw HTML token weight vs. stripped readable text tokens (Signal-to-Noise ratio), validates /llms.txt (# H1, > summary, ## sections, markdown links), probes /.well-known/mcp.json, and parses /robots.txt across 10 AI crawlers.
Network TTFB & Payload 20% cURL socket timing measurements for DNS lookup, TCP handshake, TLS negotiation, and Time to First Byte (TTFB).
TLS & HTTP Security 18% Port 443 OpenSSL peer certificate inspection and presence of HSTS, CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy, Permissions-Policy, SPF, and DMARC.
Document Metadata 14% HTML <title>, meta[name=description], canonical link, heading structure, OpenGraph tags, and XML sitemap verification.
DNS & Edge Stack 20% Authoritative DNS queries (A, AAAA, NS, MX, TXT) and reverse-proxy/CDN signature detection.