AI Visibility Scorecard
Cognition Learning Group's Further Education Tutor Mentoring Programme -
cognitionmentoringprogrammes.com · Education
Somewhat visible. AI bots can read Cognition Learning Group's Further Education Tutor Mentoring Programme -, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Claude · Meta AI
#24,274 of 937,492 in Education for AI visibility
7
AEO Visibility
iVisible · 6.5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Cognition Learning Group's Further Education Tutor Mentoring Programme -
from our crawl and measurement
"Funded by the Department for Education and delivered by Cognition Learning Group, this programme supports mentoring in the FE sector with grants, courses & more." That is how Cognition Learning Group's Further Education Tutor Mentoring Programme - introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
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
Good
Inbound links from other sites.
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 6.5/10, Cognition Learning Group's Further Education Tutor Mentoring Programme - has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cognition Learning Group's Further Education Tutor Mentoring Programme -
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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/cognitionmentoringprogrammes
Cite this score: Engagemii (2026). "AEO Score for Cognition Learning Group's Further Education Tutor Mentoring Programme -." Retrieved from https://engagemii.com/aeo/brands/cognitionmentoringprogrammes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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