#llmsmap.me

Independent technical audit

railway.app

railway.app

Overall AI readiness score

A combined result across all audit signals.

83of 100Excellent
AI readiness audit: 11/4/2026Public technical data

About the site

Railway is a cloud infrastructure platform for deploying applications, databases and websites, covering builds, networking, scaling, observability and preview environments. It serves developers and teams, with one-click deploy templates, custom domains, a template marketplace and usage-based pricing plans.

Written by AI from the site’s llms.txt and homepage.

Overall AI readiness assessment

How ready railway.app is for AI systems

83/100

railway.app was independently audited by llmsmap. railway.app currently scores 83/100 for AI readiness. The result combines AI-specific files, crawler policy, sitemap discovery, structured homepage data, and—when available—the mobile Google Lighthouse technical profile.

Audit context

llms.txt is accessible and contains — tokens. No accessible llms-full.txt was detected, so deeper context still has to be assembled from regular pages. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.

robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 5. The homepage exposes Schema.org types Organization, WebSite, SoftwareApplication, Service; 8 OpenGraph tags were found and markup completeness is 90%.

The Google Lighthouse measurement is still collecting. Once complete, performance, accessibility, technical quality, SEO, and experimental browser-agent signals will be added with a limited weight.

Confirmed strengths

  • Accessible llms.txt
  • 5 sitemap declarations
  • Schema.org: Organization, WebSite
  • Complete social metadata

Priority improvements

  1. 1Add llms-full.txt for richer first-party context.
llms.txt tokens—
llms-full.txt tokens—
ai.txt
sitemap.xml

Google Lighthouse technical profile

Google data is temporarily unavailable. The independent llmsmap AI-readiness audit remains valid.

AI readiness checks

Machine-readable files, crawler policy, discovery, and homepage markup.

llms.txt

File found and accessible

https://railway.app/llms.txt
llms-full.txt

Full version was not found

ai.txt

ai.txt file was not found

robots.txt

File found

https://railway.app/robots.txt
Sitemap in robots.txt5

5 sitemaps found

Schema.org (JSON-LD)

Types: Organization, WebSite, SoftwareApplication, Service

OpenGraph90%

8 OG tags found

AI bot access

Based on robots.txt analysis

GPTBotNot mentioned
OAI-SearchBotNot mentioned
ChatGPT-UserNot mentioned
Google-ExtendedNot mentioned
ClaudeBotNot mentioned
Claude-SearchBotNot mentioned
Claude-UserNot mentioned
BytespiderNot mentioned
CCBotNot mentioned
PerplexityBotNot mentioned
Perplexity-UserNot mentioned

Sitemaps

Declared discovery routes for crawlers and agents.

OpenGraph tags

Social preview metadata found on the homepage.

Markup completeness: 90%
og:typewebsite
og:urlhttps://railway.com
og:site_nameRailway
og:titleRailway | The all-in-one intelligent cloud provider
og:descriptionRailway is a full-stack cloud for deploying web apps, servers, databases, and more with automatic scaling, monitoring, and security.
og:image:width1200
og:image:height630

Schema.org markup

Structured entities and properties exposed on the homepage.

Types found: 4 · Properties: 9
OrganizationWebSiteSoftwareApplicationService
nameRailway
urlhttps://railway.com
descriptionRailway is the all-in-one intelligent cloud provider for deploying web apps, servers, databases, and more.
logohttps://railway.com/brand/logo-dark.png
sameAshttps://twitter.com/railway, https://github.com/railwayapp, https://www.linkedin.com/company/railwayapp, https://discord.gg/railway, https://www.youtube.com/@railwayapp
contactPoint{"@type":"ContactPoint","contactType":"customer support","email":"support@railway.com","url":"https://station.railway.com","availableLanguage":"en"}, {"@type":"ContactPoint","contactType":"security","
foundingDate2020
legalNameRailway Corporation
potentialAction{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://railway.com/deploy?q={search_term_string}"
# Railway

> Railway is an infrastructure platform that simplifies your stack from servers to observability with a single, scalable, easy-to-use platform. Railway's superior developer experience makes it easy to deploy cloud infrastructure, full-stack applications, and websites.

## About Railway

- [Railway Features](https://railway.com/features.md): An unparalleled developer experience for infrastructure — build, deploy, network, scale, observe, and secure your apps
- [Railway Customers](https://railway.com/customers.md): Loved by developers at 31% of the F500. Hear how Railway powers businesses across AI, Fintech, B2B SaaS, and more
- [About Railway](https://railway.com/about.md): Railway is building the cloud computing stack that unburdens developers, so they can focus on what matters
- [Railway Careers](https://railway.com/careers.md): Railway is hiring engineers and designers to rebuild the cloud computing stack

## For AI Agents

- [Railway for AI Agents](https://railway.com/agents.md): Critical setup instructions for agents — CLI setup with `bash <(curl -fsSL cli.new) --agents -y`, local MCP and agent skills, optional remote MCP, and core use cases (deploy, databases, volumes, functions, config).
- [railway.com/index.md](https://railway.com/index.md): The same agent setup briefing, served at the site root
- [Railway Remote MCP Server](https://railway.com/mcp.md): Connect AI coding agents to Railway over OAuth — no local install, no CLI login, no token files
- [Authenticating to Railway](https://railway.com/auth.md): The four ways to hold a Railway credential — CLI login, remote MCP over OAuth, public API tokens, and Login with Railway — with the exact headers to send

## Machine-Readable Endpoints

- [AI catalog (ARD)](https://railway.com/.well-known/ai-catalog.json): Agentic Resource Discovery catalog of every agentic resource — MCP server, API, and instruction pages — with stable identifiers
- [API catalog](https://railway.com/.well-known/api-catalog): RFC 9727 linkset naming every Railway API, its docs, its auth metadata, and its status page
- [MCP server card](https://railway.com/.well-known/mcp/server-card.json): Identity and transport for the remote MCP server at `mcp.railway.com`
- Public API (GraphQL): `https://backboard.railway.com/graphql/v2` — single endpoint, schema by introspection
- [Template deploy manifests](https://railway.com/deploy/llms.txt): Machine-readable deploy manifest per template — one line each with validation status; inputs and deploy commands inline at https://railway.com/deploy/llms-full.txt, JSON index at https://railway.com/deploy/index.json, per-template manifests at https://railway.com/deploy/{template}/manifest.json
- [OpenAPI description](https://railway.com/openapi.json): OpenAPI 3.1 for the GraphQL entrypoint and the OAuth 2.0 / OIDC endpoints
- [API reliability](https://railway.com/api-reliability.md): Errors and error codes, rate limits and headers, retry guidance, and the versioning/deprecation policy
- OpenID Connect discovery: `https://backboard.railway.com/oauth/.well-known/openid-configuration`

## Product Details

- [Railway Sandboxes](https://railway.com/sandboxes.md): Linux VMs with coding agents preinstalled, private networking, checkpoints, forks, and usage-based pricing
- [Free VMs, no sign up](https://railway.com/free-vm.md): `ssh railway.new` gets a free Linux VM with coding agents preinstalled and a preview URL, no account needed; agents can use it too
- [Railway Pricing](https://railway.com/pricing.md): Plans, per-second usage rates for CPU/memory/disk/egress/storage, and committed spend
- [Railway Enterprise](https://railway.com/enterprise.md): World-class scale, security, and support for organizations and enterprise teams
- [Railway Domains](https://railway.com/domains.md): Register and manage custom domains for your Railway services, with automatic SSL certificates
- [Railway Mobile App](https://railway.com/mobile.md): Deploy, monitor, and manage your services from anywhere
- [Migrate from Heroku](https://railway.com/heroku.md): Railway is the Heroku alternative with cheaper pricing, faster builds, and better developer experience
- [Railway Template Marketplace](https://railway.com/deploy.md): Template categories and the most deployed one-click templates
- [Railway AI Templates](https://railway.com/deploy/category/ai.md): One-click AI templates like Ollama, Open WebUI, and vector databases, with FAQs on hosting AI apps
- [Railway Templates](https://railway.com/llms-templates.md): One-click deploy templates with architecture details, service configs, and READMEs
- [Railway Product Changelog](https://railway.com/llms-changelog.md): Product changelog entries with titles, dates, and links
- [Railway Changelog Index](https://railway.com/changelog.md): Product updates ordered by date; individual entries are available at /changelog/<slug>.md

## Programs & Events

- [Railway Affiliate Program](https://railway.com/affiliate-program.md): Earn 15% commission on every invoice from your Railway referrals for 12 months after signup
- [Railway Template Kickback Program](https://railway.com/open-source-kickback.md): Earn 25% revenue commission whenever someone deploys your template on Railway
- [Railway Open Source Partner Program](https://railway.com/partners.md): Turn your open source project into a deployable Railway template, support users directly, and earn commission on every deployment
- [Railway Bug Bounty](https://railway.com/bug-bounty.md): Railway pays researchers for valid security vulnerability reports, scored against CVSS 3.1
- [Railway Launch Week 01](https://railway.com/launch-week-01.md): Five feature-packed days from September 25–29, 2023 bringing new ways to scale Railway applications globally

## Legal

- [Terms of Service](https://railway.com/legal/terms.md)
- [Privacy Policy](https://railway.com/legal/privacy.md)
- [Acceptable Use Policy](https://railway.com/legal/acceptable-use.md)
- [Data Processing Addendum](https://railway.com/legal/dpa.md)
- [Enterprise Customer Agreement](https://railway.com/legal/enterprise-agreement.md)
- [Job Applicant and Worker Privacy Notice](https://railway.com/legal/applicant-worker-privacy.md)

## Railway Ecosystem

- [Railway Docs](https://docs.railway.com/llms.txt): Full documentation covering deployments, services, networking, observability, CLI, and API
- [Railway Blog](https://blog.railway.com/llms-blog.md): Engineering blog posts and product updates
- [Railway Station Forum](https://station.railway.com/llms-station.md): Community forum threads with questions and answers
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Added 6/21/2026

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railway.app - AI readiness audit | llmsmap.me