AI Visibility Scorecard
Heisman Trust
heisman.com · Education
Somewhat visible. AI bots can read Heisman Trust, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Claude · ChatGPT · Apple Intelligence · Perplexity
#12,113 of 937,460 in Education for AI visibility
46
AI Naming Predictability
iNamed sometimes · 46/100
More likely to be named than 99% of Education companies
5
AEO Visibility
iBorderline · 5.4/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Heisman Trust
from our crawl and measurement
Heisman describes itself simply: "Welcome to the Heisman - the official website of the Heisman Trophy Trust and the most prestigious award in college sports." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 5.4/10, Heisman Trust has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Heisman Trust
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/heisman
Cite this score: Engagemii (2026). "AEO Score for Heisman Trust." Retrieved from https://engagemii.com/aeo/brands/heisman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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