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LLMready
railway.app · measured 28 October 2026

Is Railway AI-ready?

Partly.

Railway scores 77/100 for AI search readiness. AI crawlers can reach it, but content or metadata gaps make it harder to understand and quote.

#11 of 12 in developer tools#52 of 102 sites measured5 points below the industry median (82)
AI readiness0/ 100C+
Bot access64
Content extractability84
Semantic metadata100
Citation readiness66

Can AI crawlers get in?

What railway.app/robots.txt says to each crawler.

  • GPTBotOpenAIPartial
  • PerplexityBotPerplexityPartial
  • ClaudeBotAnthropicPartial
  • Google-ExtendedGooglePartial
OAI-SearchBotChatGPT-UserClaude-SearchBotApplebot-ExtendedCCBotMeta-ExternalAgentBytespider

Key signals

What an answer engine finds on the homepage.

llms.txt

Valid · 40 links

llms-full.txt

Not found

Sitemap

356 URLs

Schema.org JSON-LD

Organization, ContactPoint, WebSite +5

Text in initial HTML

1,028 words

Response time

243 ms

Biggest wins

What Railway could fix first

  1. 1

    Authorship and freshness

    Citation readiness+4 pts possible

    Show an author and published/updated dates (in markup and JSON-LD).

  2. 2

    Answer-ready formats

    Citation readiness+4 pts possible

    Add an FAQ section (with FAQPage schema) and question-style headings that mirror real queries.

  3. 3

    Content density

    Content extractability+3 pts possible

    Trim inline scripts, styles and markup bloat so text makes up a larger share of the page.

  4. 4

    GPTBot can crawl

    Bot access+2 pts possible

    Add "User-agent: GPTBot" with "Allow: /" to robots.txt (and remove any matching Disallow rules).

  5. 5

    PerplexityBot can crawl

    Bot access+2 pts possible

    Add "User-agent: PerplexityBot" with "Allow: /" to robots.txt (and remove any matching Disallow rules).

Every check

The full breakdown

Snapshot of the homepage measured on 28 October 2026 with the same live crawl as the free LLMready audit. A high score means AI engines can reach, read and understand a site. It doesn't guarantee citations — those also depend on authority, relevance and the question being asked. Sites change — run a fresh audit for today's result.

Developer tools ranking

Full benchmark

Median 82/100 across 12 measured developer tools sites (all sites: 77).

1
89
Netlifynetlify.comB+2
87
Supabasesupabase.comB+3
86
Postmanpostman.comB4
86
Renderrender.comB5
83
Dockerdocker.comB6
82
Sentrysentry.ioB-7
81
GitLabgitlab.comB-8
81
Vercelvercel.comB-9
78
GitHubgithub.comC+10
78
MongoDBmongodb.comC+11
77
Railwayrailway.appC+12
69
DigitalOceandigitalocean.comD

Similar scores elsewhere

Sites in other industries that landed close to 77.

77
Ahrefsahrefs.comC+
77
Ghostghost.orgC+
77
Molliemollie.comC+
77
Ouraouraring.comC+
77
PayPalpaypal.comC+
77
Semrushsemrush.comC+
All 102 measured sites

How does your site compare to Railway?

Get the same breakdown for your site — crawler access, extractability, metadata and citation readiness — plus a generated llms.txt. C+ is the bar to beat.