November 2026 AI Search & Agent HTTP Readiness Benchmark
Measured UTC · Raw JSON: /reports/2026-11/data.json · MCP tool: dev.workers.asostudio.aso-live-probe/aso-audit
We ran ASO Studio’s 47-check edge HTTP audit against 12 public crypto and AI developer domains: 11 scored domains achieved a mean of 60.5/100 (median 61/100, range 32–89/100), while 1 domain (solana.com) returned edge rate-limiting (HTTP 429) across discovery paths and is separated below as unscored. Among the 11 scored domains, 8/11 serve plain-text /llms.txt, 2/11 expose /pricing.md, 2/11 expose /.well-known/mcp.json, and 1/11 exposes /.well-known/openapi.json.
Scope & limits: These measurements record live HTTP status codes, byte sizes, and HTML structured data from Cloudflare’s edge (aso-live-probe). They do not measure chat transcripts inside ChatGPT, Gemini, Perplexity, or Claude, and technical readiness does not guarantee AI citations or sales.
1. Scored HTTP Readiness Matrix (11 Domains · 2026-11-14 UTC)
| Domain | Score | TTFB · HTML | /llms.txt | /pricing.md | mcp.json | openapi |
|---|---|---|---|---|---|---|
| cloudflare.com | 89/100 | 230ms · 254KB | 200 | 200 | 200 | 404 |
| aave.com | 83/100 | 271ms · 122KB | 200 | 404 | 404 | 404 |
| modelcontextprotocol.io | 79/100 | 456ms · 155KB | 200 | 404 | 200 | 404 |
| ethereum.org | 75/100 | 61ms · 254KB | 200 | 404 | 404 | 404 |
| vercel.com | 73/100 | 70ms · 254KB | 200 | 200 | 404 | 404 |
| x402.org | 61/100 | 570ms · 88KB | 200 | 404 | 404 | 404 |
| huggingface.co | 56/100 | 25ms · 172KB | 404 | 404 | 401 | 200 |
| base.org | 46/100 | 223ms · 233KB | 200 | 404 | 404 | 404 |
| coinbase.com | 38/100 | 219ms · 6KB | 200 | 403 | 404 | 404 |
| uniswap.org | 34/100 | 900ms · 1KB | 404 | 404 | 404 | 404 |
| arbitrum.io | 32/100 | 25ms · 5KB | 404 | 403 | 404 | 404 |
Edge-Blocked (HTTP 403/429 — Unscored): solana.com returned HTTP 429 rate-limiting across /llms.txt, /pricing.md, /.well-known/mcp.json, and /.well-known/openapi.json from datacenter ASN probes (40ms TTFB · 20KB challenge body) and is excluded from the mean/median rather than assigned an artificial readiness score. When WAF/rate-limit rules block unauthenticated edge fetches, AI answer crawlers encounter the same block unless allowlisted.
Reproduce any row: curl -s "https://aso-live-probe.asostudio.workers.dev/api/probe?domain=cloudflare.com"
2. Free Live URL Self-Test
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Download a tailored 26-file /llms-full.txt, /pricing.md, Schema.org @graph, and 14-route Edge Router .zip immediately in-browser via USDC on Base (Chain 8453), or pay in Monero (XMR — verified within 24h) via non-custodial Trocador AnonPay. Inspect free sample .zip · Terms · EdgeScreen x402 ($0.002 USDC).
See all 26 files included in the $49 .ZIP Pack
llms.txt, llms-full.txt, pricing.md, answers.md, robots-ai-crawlers.txt (29 bots), feed.xml, .well-known/{ai.txt,mcp.json,server.json,agent-card.json,openapi.json}, ai/{summary,faq,service,pricing,entities}.json, schema/graph.jsonld, edge/{cloudflare-worker.js,vercel-middleware.ts,astro-middleware.ts,fastapi_aso_router.py,nginx-aso.conf}, comparisons/comparison-draft-{1..3}.md, README-VERIFY.md.