AI Visibility Scorecard
MedBridge Global — FMG Mentorship
fmgmentor.com · Healthcare
Borderline visible. AI bots can crawl MedBridge Global — FMG Mentorship, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#797,961 of 925,114 in Healthcare for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About MedBridge Global — FMG Mentorship
from our crawl and measurement
"MedBridge Global connects foreign medical graduates worldwide with verified US physicians for USMLE mentorship, ERAS support, and residency guidance. Founded by Dr. Ifeoma Kwentoh MD." That is how MedBridge Global FMG Mentorship introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.5/10, MedBridge Global — FMG Mentorship is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for MedBridge Global — FMG Mentorship
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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 August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fmgmentor
Cite this score: Engagemii (2026). "AEO Score for MedBridge Global — FMG Mentorship." Retrieved from https://engagemii.com/aeo/brands/fmgmentor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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