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AI Visibility Scorecard
STEM On Track
stemontrack.com · Education
Somewhat visible. AI bots can read STEM On Track, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#261,739 of 872,564 in Education for AI visibility
5.3
/10
AEO Score
About STEM On Track
from our crawl and measurement
STEM On Track · Hands-On Motorsport STEM Racing Programme for KS3 & KS4, based in Manchester, ENG, describes itself simply: "STEM On Track is a national KS3 and KS4 motorsport STEM programme where secondary school students build racing karts, learn curriculum-linked STEM theory, and compete at National Finals." 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.
Our crawl found structured data on the page (EducationalOrganization, WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 5.3/10, STEM On Track has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for STEM On Track
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 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stemontrack
Cite this score: Engagemii (2026). "AEO Score for STEM On Track." Retrieved from https://engagemii.com/aeo/brands/stemontrack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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