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AI Visibility Scorecard
Clark Vangilder's Cognitions
clarkvangilder.com · Education
Somewhat visible. AI bots can read Clark Vangilder's Cognitions, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#294,018 of 886,274 in Education for AI visibility
5.2
/10
AEO Score
About Clark Vangilder's Cognitions
from our crawl and measurement
"About Me Hi, I'm Clark. I teach Physics at Central Arizona College. I play guitar and write song parodies when I'm not talking about Science or wallowing in unbridled relaxation." That is how Clark Vangilder's Cognitions introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.2/10, Clark Vangilder's Cognitions has a working base to build on - fixable, and the signals above are where to start.
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clarkvangilder
Cite this score: Engagemii (2026). "AEO Score for Clark Vangilder's Cognitions." Retrieved from https://engagemii.com/aeo/brands/clarkvangilder
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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