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

mozilla.org

B+ (79/100) Open to Search & Training

Internet for people, not profit — Mozilla Global

Raw HTML Tokens: ~11,971 tok
Clean Text Tokens: ~656 tok (5.5% signal)
/llms.txt Manifest: Not deployed
Edge / TTFB: Fastly · 259 ms
AI & /llms.txt Readiness Signal-to-Noise Ratio Token Savings via /llms.txt Network TTFB TLS & HTTP Security DNS & Edge Stack
51/100 5.5% (656 / 11,971 tok) 0% (No /llms.txt) 259 ms (84/100) 93/100 Fastly (Custom SSR / Static)

Web-to-Token Efficiency & Agent Ingestion Cost

~4 bytes/token UTF-8 heuristic
Ingestion Source Payload Est. Tokens Cost / 1k Reads (Flash $0.35) Cost / 1k Reads (Pro $1.25)
Raw HTML DOM (GET /) 46.8 KB 11,971 $4.1899 $14.9638
Stripped Readable Text 2.6 KB 656 $0.2296 $0.8200
/llms.txt Manifest Not deployed — agents must parse 11,971 raw HTML tokens
HTML Signal-to-Noise Ratio: 5.5% readable text vs. 94.5% markup/script overhead.

/llms.txt Spec Linter & Agent Endpoint Probe

Status: Not Deployed
GET /llms.txt Missing — Generate spec-compliant /llms.txt for mozilla.org →
GET /llms-full.txt Not deployed
GET /.well-known/mcp.json Not advertised
JSON-LD Schema Entities None detected in initial HTML

AI Crawler /robots.txt Access Matrix

Open to Search & Training
User-Agent Token Purpose / Operator Effective Directive
OAI-SearchBot ChatGPT Search Citations Allow: /
PerplexityBot Perplexity Answer Citations Allow: /
ChatGPT-User Live User Agent Browsing Allow: /
Claude-SearchBot Anthropic Search Grounding Allow: /
GPTBot Foundation Model Training Allow: /
ClaudeBot Foundation Model Training Allow: /
Google-Extended Gemini Training Control Allow: /
Applebot-Extended Apple Intelligence Training Allow: /
Meta-ExternalAgent Llama Training & Indexing Allow: /
CCBot Open Dataset Training Corpus Allow: /

HTTP Response & Handshake Timing

GET https://www.mozilla.org/
DNS Lookup 5 ms HTML Document 46.8 KB
TCP Connect 6 ms Script Tags 11
TLS Handshake 0 ms Stylesheets 4
Time to First Byte (TTFB) 259 ms Images (with alt) 1 / 11
Total Transfer 260 ms HTTP/3 (Alt-Svc) Yes (h3)

Edge Network & Application Stack

Header & DOM Signatures
Edge / Reverse Proxy Fastly
Application Framework Custom SSR / Static
Server Header granian
Mail Provider (MX) Google Workspace
Telemetry Signatures Server-Side / None
TXT Verifications Google Search Console, Anthropic Verified, Microsoft Entra, OpenAI Domain Verified

TLS Certificate & HTTP Security Policy

Port 443 X.509
Certificate Issuer Google Trust Services (81 days remaining)
Strict-Transport-Security Present
Content-Security-Policy Present
X-Content-Type-Options Present
X-Frame-Options Present
Referrer-Policy Present
Permissions-Policy Not set
SPF / DMARC Policy SPF: Yes · DMARC: Yes

Authoritative DNS & Document Head

A / AAAA / NS / Canonical
A (IPv4) 35.190.14.201
AAAA (IPv6) 2600:1901::c197:0:0:0:0
NS (Nameservers) ns7-66.akam.net, ns1-240.akam.net, ns4-64.akam.net, ns5-65.akam.net
HTML Title (48c) Internet for people, not profit — Mozilla Global
/sitemap.xml Not found

Hosted /llms.txt Mirror & Status Badge

Platform Setup Guide →
1-Line <head> Tag (for Shopify, Webflow, Framer, Wix, Squarespace & WordPress):
Sitecube status for mozilla.org
GitHub / Docs Markdown Badge:
HTML Badge:

Technical Synthesis & Agentic Ingestion Analysis: mozilla.org

Automated Engineering Assessment

1. HTML-to-Token Efficiency & LLM Context Window Cost

An unauthenticated HTTPS GET request to https://www.mozilla.org/ returns an initial HTML payload of 46.8 KB, corresponding to approximately 11,971 UTF-8 tokens when ingested raw by an AI coding agent, retrieval pipeline, or headless browser. After stripping inline <script>, <style>, <svg>, and DOM markup tags, the human-readable text footprint measures 656 tokens (2.6 KB)—yielding an HTML Signal-to-Noise Ratio of 5.5%. Because mozilla.org does not currently serve a machine-readable /llms.txt manifest at its root path, autonomous agents must either parse the full 11,971-token HTML payload ($14.9638 per 1,000 frontier reads) or run a DOM-stripping pass before grounding.

2. AI Crawler Governance & /robots.txt Posture

Based on live inspection of https://mozilla.org/robots.txt, mozilla.org maintains a Open to Search & Training posture. Specifically, AI search citation crawlers (OAI-SearchBot: Allowed, PerplexityBot: Allowed) and foundation model training crawlers (GPTBot: Allowed, ClaudeBot: Allowed, CCBot: Allowed) are governed explicitly by the host’s root robots policy.

3. Edge Delivery, TLS Handshake & Security Header Assessment

Traffic for mozilla.org resolves to 35.190.14.201 via Fastly running Custom SSR / Static, achieving a measured Time to First Byte (TTFB) of 259 ms (DNS lookup: 5 ms, TCP connect: 6 ms, TLS handshake: 0 ms). The port 443 TLS certificate is issued by Google Trust Services with 81 days remaining before expiration (valid through 2027-02-03). Outbound email authentication via SPF is present and DMARC (_dmarc.mozilla.org) is enforced.

Comparable Hosts in Web-to-Token & /llms.txt Registry

Full Index (26 hosts) →
Host Rating /llms.txt HTML Tokens Text Tokens Signal % Crawler Posture TTFB
sitecube.com A+ 98 1,600 tok 11,832 1,132 9.6% Open to Search & Training 99 ms
cloudflare.com A+ 96 4,294 tok 333,631 471 0.1% Open to Search & Training 291 ms
trendyflash.com A+ 95 2,987 tok 12,123 1,660 13.7% Open to Search & Training 112 ms
multifactor.com A+ 94 656 tok 98,275 673 0.7% Open to Search & Training 97 ms
github.com A+ 92 7,165 tok 131,504 1,159 0.9% Open to Search & Training 35 ms
vercel.com A+ 92 1,385 tok 149,859 889 0.6% Open to Search & Training 53 ms
aiimpacted.org A+ 92 971 tok 17,598 3,568 20.3% Open to Search & Training 55 ms
tierones.io A+ 92 481 tok 3,744 693 18.5% Open to Search & Training 95 ms
cloq.com A 91 1,169 tok 2,109 690 32.7% Open to Search & Training 51 ms
supabase.com A 89 879 tok 337,513 1,905 0.6% Open to Search & Training 48 ms
dosefacts.org A 89 10,936 tok 29,008 7,291 25.1% Open to Search & Training 335 ms
postman.com A 89 5,375 tok 118,892 11,040 9.3% Open to Search & Training 947 ms