Public AI visibility report
acog.org
Measured facts
| AI readability score | 84.4/100 (grade B) |
|---|---|
| Prose parity, crawler against browser | 98% |
| Retrievability | 98% |
| Crawler access | 80% |
| Structure | 77% |
| Structured data | 40% |
| Page title | pass |
| Meta description | pass |
| Exactly one H1 | fail |
| Canonical link | pass |
| Heading coverage | pass |
| No wall of text | pass |
| llms.txt | fail |
| Words an AI crawler received | 405 |
| Words a browser rendered | 407 |
| Named AI crawlers allowed by robots.txt | 6 of 15 |
| Schema types in the crawler's HTML | MedicalOrganization, WebSite, WebPage |
| Redirects before the page | 1 |
What the scan found on acog.org
- An AI crawler requesting acog.org received 405 words of main text, against 407 in a browser, a prose parity of 98%.
- Server-level blocking of AI crawler user agents. GPTBot got HTTP 402; OAI-SearchBot got HTTP 402; ChatGPT-User got HTTP 402; ClaudeBot got HTTP 402; Claude-SearchBot got HTTP 402; Claude-User got HTTP 402; PerplexityBot got HTTP 402; Perplexity-User got HTTP 402; Meta-ExternalAgent got HTTP 402; Bytespider got HTTP 402; CCBot got HTTP 402; Amazonbot got HTTP 402. Servers that verify crawler IPs will block a spoofed user agent from any scanner; the real crawler may pass.
- Page does not have exactly one H1. Found 2 H1 elements in the initial HTML.
- No llms.txt. No llms.txt at the site root.
- URL redirects off the original domain. acog.org redirected to www.acog.org (1 hop(s)).
- Structured data uses no recognized business type. types found: MedicalOrganization, WebSite, WebPage
- robots.txt on acog.org blocks GPTBot, ClaudeBot, anthropic-ai, Google-Extended, Applebot-Extended, Meta-ExternalAgent, Bytespider, CCBot, Amazonbot.
- The homepage HTML is missing or failing: exactly one h1, llms.txt.
- Structured data in the crawler's HTML: MedicalOrganization, WebSite, WebPage.
- The address redirected 1 time before the page loaded.
Top 3 issues
- 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.
- Page does not have exactly one H1. Use a single H1 stating what the page is about.
- No llms.txt. Informational only. Independent 2026 data (Ahrefs, SE Ranking, Google documentation) shows no measurable citation effect from llms.txt. It is checked because it costs nothing and some assistants read it, but it moves neither crawling nor ranking.
How to fix them: the fix guides by platform , or the full report with the evidence.
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