AI Visibility Scorecard
11th Light Infantry Brigade
11thlib.com · Travel & Hospitality
Borderline visible. AI bots can crawl 11th Light Infantry Brigade, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 7 times
Claude · Apple Intelligence · Meta AI · ShapBot
#35,858 of 457,387 in Travel & Hospitality for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Travel & Hospitality average 11
Top 12% of Travel & Hospitality
See what's behind this score →4
-
Network Authority
iNot connected yet
Travel & Hospitality average 0.0
0 relationships · Travel & Hospitality average 4
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Travel & Hospitality average 17
See what's behind this score →0
About 11th Light Infantry Brigade
from our crawl and measurement
11th Light Infantry Brigade describes itself simply: "11th Light Infantry Brigade fought under the Americal Division (23rd Army Division). This site is dedicated to those who served the 11th Light Infantry Brigade, part of the Americal." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
- Company ·
- 11th Light Infantry Brigade
- Website ·
- 11thlib.com
- Industry ·
- Travel & Hospitality
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.2/10, 11th Light Infantry Brigade is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for 11th Light Infantry Brigade
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/11thlib
Cite this score: Engagemii (2026). "AEO Score for 11th Light Infantry Brigade." Retrieved from https://engagemii.com/aeo/brands/11thlib
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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