AI Visibility Scorecard
First Generation Honors
firstgengrad.org · Education
Borderline visible. AI bots can crawl First Generation Honors, 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
#670,554 of 937,379 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About First Generation Honors
from our crawl and measurement
Honoring First Generation Graduates First Generation Honors is a business whose own site puts it this way: "Celebrate and honor first-generation graduates! A post-secondary degree from a university, college, tech or trade school is an accomplishment to be proud of." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Good
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
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
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 4.1/10, First Generation Honors is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for First Generation Honors
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/firstgengrad-org
Cite this score: Engagemii (2026). "AEO Score for First Generation Honors." Retrieved from https://engagemii.com/aeo/brands/firstgengrad-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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