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AI Visibility Scorecard
Maximising Student Potential
seankearneyphd.com · Education
Borderline visible. AI bots can crawl Maximising Student Potential, 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
#829,611 of 913,763 in Education for AI visibility
3.1
/10
AEO Score
About Maximising Student Potential
from our crawl and measurement
Maximising Student Potential describes itself simply: "Maximising Student Potential Welcome to my blog! Here you'll find my rants, raves, provocations and research about teaching, education and the educational landscape. This site...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.
Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.1/10, Maximising Student Potential is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Maximising Student Potential
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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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/seankearneyphd
Cite this score: Engagemii (2026). "AEO Score for Maximising Student Potential." Retrieved from https://engagemii.com/aeo/brands/seankearneyphd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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