AI Visibility Scorecard
Light Brigade
lightbrigade.com · Education
Somewhat visible. AI bots can read Light Brigade, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Claude
#13,147 of 936,946 in Education for AI visibility
7
AEO Visibility
iVisible · 6.7/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Light Brigade
from our crawl and measurement
Light Brigade is a Kent, WA business whose own site puts it this way: "For 35 years Light Brigade has trained almost 100,000 students worldwide in Instructor-led, Certified Fiber Optic Skills Training Courses for industry professionals - installers." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Weak
Little domain authority yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.7/10, Light Brigade has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Not Sure Where to Start?
Take our quiz to find the best training course option for you!Take Our QuizAbout Light Brigade TrainingSince 1987, Light Brigade has offered worldwide, state-of-the-art, instructor-led, certified fiber optic training courses and hands-on skills training for industry professionals.
Is this your brand?
The exact fixes for Light Brigade
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Light Brigade.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightbrigade
Cite this score: Engagemii (2026). "AEO Score for Light Brigade." Retrieved from https://engagemii.com/aeo/brands/lightbrigade
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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