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Cloudflare vs Railway: AI Search & MCP Readiness
Category: Edge Workers vs Developer Application Hosting · Measured UTC via aso-live-probe
Measured verdict: Cloudflare leads Railway by 59 points (89/100 A vs 30/100 F) across ASO Studio’s 47-check HTTP, 29-crawler robots.txt, Markdown (/llms.txt, /pricing.md), MCP, OpenAPI, and Schema.org JSON-LD benchmark. Full individual grade-cards: cloudflare.com (89/100) · railway.app (30/100).
Scope & limits: Side-by-side HTTP status codes and HTML structured data captured 2026-11-14 UTC; independent audit not affiliated with Cloudflare or Railway. Technical readiness does not guarantee AI citations or sales.
1. Side-by-Side HTTP & Agent Discovery Telemetry
| Signal / Endpoint | cloudflare.com | railway.app |
|---|---|---|
| ASO Score & Grade | 89/100 (A) | 30/100 (F) |
| Cohort Rank | #1 | #40 |
| Edge TTFB · HTML | 230ms · 254 KB (24 scripts) | 900ms · 1 KB (0 scripts) |
/robots.txt (29 Bots) | 200 · 29/29 (8 explicit) | 200 · 29/29 (0 explicit) |
/sitemap.xml | 200 | 200 |
/llms.txt | 200 | 404 |
/llms-full.txt | 200 | 404 |
/pricing.md | 200 | 404 |
/.well-known/ai.txt | 404 | 404 |
/ai/summary.json | 404 | 404 |
/.well-known/mcp.json | 200 | 404 |
/.well-known/agent-card.json | 404 | 404 |
/.well-known/openapi.json | 404 | 404 |
JSON-LD @types | Organization, WebSite, SearchAction, WebPage | Organization, ContactPoint, WebSite, SearchAction, EntryPoint, SoftwareApplication, Offer, Service |
2. Where Cloudflare Leads vs Where Railway Leads
Where Cloudflare (cloudflare.com) leads:
- Overall 47-check readiness score (89/100 A vs 30/100 F)
- Faster root edge response (230ms TTFB vs 900ms)
- Serves live
/llms.txt(HTTP 200vsHTTP 404) - Serves live
/llms-full.txt(HTTP 200vsHTTP 404) - Serves live
/pricing.md(HTTP 200vsHTTP 404) - Serves live
/.well-known/mcp.json(HTTP 200vsHTTP 404) - Explicitly allowlists 8 AI crawlers in
/robots.txt(vs 0)
Where Railway (railway.app) leads:
- Leaner root HTML payload (1 KB / 0 scripts vs 254 KB / 24 scripts)
- Richer root Schema.org JSON-LD (8 types vs 4)
Shared discovery gaps: Both cloudflare.com and railway.app currently return non-200 responses on /.well-known/ai.txt (404/404), /.well-known/agent-card.json (404/404), /.well-known/openapi.json (404/404).
One-time $49 · 26 files · Base USDC or Monero · no signup
Download free 3-file starter for railway.app (.txt) · EdgeScreen x402 ($0.002)
23 remaining production files
/.well-known/mcp.json, agent-card.json, openapi.json, llms-full.txt, pricing.md, answers.md, ai/*.json
Schema.org JSON-LD bundle, Cloudflare Worker edge headers, comparisons, GitHub Action CI verifier.
3. Compare Against Your Own Domain (Free Live Probe)
4. Self-Serve 26-File ASO Pack ($49)
Generate a tailored 26-file /llms-full.txt, /pricing.md, 29-crawler robots.txt, Schema.org @graph, and 14-route Edge Router .zip for railway.app or any domain you operate. Instant browser download via USDC on Base (Chain 8453), or Monero (XMR — verified within 24h) via non-custodial Trocador AnonPay. Inspect free sample .zip · Terms · EdgeScreen x402 ($0.002 USDC).
5. More Head-to-Head Readiness Comparisons
- Cloudflare vs Vercel (89/100 vs 73/100)
- Render vs Railway (87/100 vs 30/100)
- Vercel vs Railway (73/100 vs 30/100)
- Fly.io vs Railway (76/100 vs 30/100)
- Cloudflare vs Fly.io (89/100 vs 76/100)
- Netlify vs Cloudflare (89/100 vs 89/100)
- Cloudflare vs Render (89/100 vs 87/100)
- Supabase vs Neon (79/100 vs 30/100)
All 60 head-to-head comparisons → · All 40 platform grade-cards →