AI Visibility Scorecard
The Light Bearer
hbcugrad.org · Education
Borderline visible. AI bots can crawl The Light Bearer, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#725,133 of 937,188 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About The Light Bearer
from our crawl and measurement
The Light Bearer See How Black Students Are Performing at Your School describes itself simply: "Search 33,000+ schools across 31 states and see exactly how Black students are performing at yours." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (WebSite, Organization, Dataset), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Fair
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
Good
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
Weak
No inbound links found yet.
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 3.9/10, The Light Bearer is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
See something wrong?
If a school's data looks off, or you spot something that doesn't match official TEA records, let us know. We'll investigate and update the tool.
Which state should we cover next?
Thirty-one states are live. Nineteen aren't yet — each one takes finding the data, checking it, and building it in. Tell us where you are and we'll come back to you when your state is ready. The states people ask for most are the ones we build first.
Know a Black parent making a school decision?
Send them this. The data is free, the tool is free — and the right school can change a child's trajectory.
Is this your brand?
The exact fixes for The Light Bearer
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Light Bearer.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hbcugrad-org
Cite this score: Engagemii (2026). "AEO Score for The Light Bearer." Retrieved from https://engagemii.com/aeo/brands/hbcugrad-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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