Public AI visibility report

amtrak.com

Scanned 4 November 2026 by Lantad, homepage. Score 67.4/100.

Measured facts

AI readability score 67.4/100 (grade C)
Prose parity, crawler against browser 62%
Retrievability 62%
Crawler access 90%
Structure 92%
Structured data 0%
Page title pass
Meta description pass
Exactly one H1 pass
Canonical link pass
Heading coverage pass
No wall of text pass
llms.txt fail
Words an AI crawler received 899
Words a browser rendered 1,369
Named AI crawlers allowed by robots.txt 15 of 15
Schema types in the crawler's HTML none
Redirects before the page 2

What the scan found on amtrak.com

  • An AI crawler requesting amtrak.com received 899 words of main text, against 1,369 in a browser, a prose parity of 62%.
  • Part of the rendered content is missing from the initial HTML. 38% of the rendered main content is missing from the initial HTML.
  • Server-level blocking of AI crawler user agents. GPTBot got HTTP 520; OAI-SearchBot got HTTP 520; ChatGPT-User got HTTP 520; ClaudeBot got HTTP 520; Claude-SearchBot got HTTP 520; Claude-User got HTTP 520; PerplexityBot got HTTP 520; Perplexity-User got HTTP 520; Meta-ExternalAgent got HTTP 520; Bytespider got HTTP 520; CCBot got HTTP 520; Amazonbot got HTTP 520. Servers that verify crawler IPs will block a spoofed user agent from any scanner; the real crawler may pass.
  • No structured data in the initial HTML. No JSON-LD blocks in the initial HTML.
  • No llms.txt. No llms.txt at the site root.
  • URL redirects off the original domain. amtrak.com redirected to www.amtrak.com (2 hop(s)).
  • robots.txt on amtrak.com allows all 15 named AI crawlers checked.
  • The homepage HTML is missing or failing: llms.txt.
  • No structured data was found in the HTML amtrak.com serves to crawlers.
  • The address redirected 2 times before the page loaded.

Top 3 issues

  1. Part of the rendered content is missing from the initial HTML. Identify client-only components holding copy that matters and move them to server rendering.
  2. Server-level blocking of AI crawler user agents. Requests with AI crawler user agents get blocked at the edge. Review CDN/WAF bot rules if you want AI visibility.
  3. No structured data in the initial HTML. Add JSON-LD (Organization plus the types matching your content) server-side.

How to fix them: the fix guides by platform , or the full report with the evidence.

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Scan amtrak.com again

This homepage is 12.599999999999994 points short of the 80 that unlocks a score badge. Do this first lists the quickest fixes; scan again once they are live.

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Pages are listed for search only when the scan is graded, carries at least 8 measured facts and 150 words of findings about this domain, and is under 90 days old. How the scan works.