AI Visibility Scorecard
Radiology Cafe
radiologycafe.com · Education
Somewhat visible. AI bots can read Radiology Cafe, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#91,869 of 937,492 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Radiology Cafe
from our crawl and measurement
"A website helping junior doctors applying for Clinical Radiology training posts in the UK, and supporting radiology registrars in training." That is how Radiology Cafe introduces itself. Its AI visibility score is 5.9 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, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Weak
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
Strong
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 5.9/10, Radiology Cafe has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is RadiologyCafe.com?
RadiologyCafe.com provides help for resident doctors applying to clinical radiology and resources to help radiology trainees. We have detailed in-depth information on the interview and application process for ST1 Clinical Radiology training in the UK, with a long list of example interview questions, latest competition ratios, advice on improving your CV and portfolio, and life as a radiologist.
Is this your brand?
The exact fixes for Radiology Cafe
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/radiologycafe
Cite this score: Engagemii (2026). "AEO Score for Radiology Cafe." Retrieved from https://engagemii.com/aeo/brands/radiologycafe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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