AI Visibility Scorecard
James Utton | Mechanical Engineering & Physics Student
jamesutton.com · Education
Borderline visible. AI bots can crawl James Utton | Mechanical Engineering & Physics Student, 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.
AI engines read this profile 1 times
Claude
#813,122 of 936,248 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
2
AI Adoption
iBasic · 2/100
About James Utton | Mechanical Engineering & Physics Student
from our crawl and measurement
James Utton is a business whose own site puts it this way: "Mechanical Engineering and Physics student with a passion for research, finite element modeling, and solving complex real-world problems." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file 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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 3.5/10, James Utton | Mechanical Engineering & Physics Student is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for James Utton | Mechanical Engineering & Physics Student
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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/jamesutton
Cite this score: Engagemii (2026). "AEO Score for James Utton | Mechanical Engineering & Physics Student." Retrieved from https://engagemii.com/aeo/brands/jamesutton
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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