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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 3 times
Claude · Meta AI
#74,917 of 860,635 in Education for AI visibility
6.1
/10
AEO Score
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 6.1 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
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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 Trust
3
Established authority for your domain.
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 6.1/10, 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.
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The exact fixes for Cognition Learning Group's Further Education Tutor Mentoring Programme -
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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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