▲ 0.3 since Sep 2026
#276,136 OF 936,248 IN EDUCATION
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AI Visibility Scorecard
Walbrook Institute London
cemap.org.uk · Education
Somewhat visible. AI bots can read Walbrook Institute London, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#276,136 of 936,248 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Walbrook Institute London
from our crawl and measurement
Walbrook: Postgrad Study, Online or in London Formerly LIBF is a London business whose own site puts it this way: "Walbrook Institute London is a UK higher education provider with Taught Degree Awarding Powers, offering postgraduate degrees online and on campus in the City of London." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (VideoObject, CollegeOrUniversity), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.2/10, Walbrook Institute London has a working base to build on - fixable, and the signals above are where to start.
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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 September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cemap-org-uk
Cite this score: Engagemii (2026). "AEO Score for Walbrook Institute London." Retrieved from https://engagemii.com/aeo/brands/cemap-org-uk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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