AI Visibility Scorecard
MD & MD-PhD Advising
mdphdadvising.com · Education
Borderline visible. AI bots can crawl MD & MD-PhD Advising, 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 1 times
Claude
#607,419 of 936,247 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About MD & MD-PhD Advising
from our crawl and measurement
MD & MD-PhD Advising is a business whose own site puts it this way: "Expert advising for medical school and residency applicants. Personalized MD & MD-PhD guidance with 15+ years of experience." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once 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
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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 4.3/10, MD & MD-PhD Advising is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are You One of These Students?
The path to medical school and residency looks different for every student. I work with individuals at various stages, helping them clarify their goals, strengthen their applications, and move forward with confidence.Choose the pathway that matches your current position. Early Premed StudentsStructured academic planning, research development, and clinical strategy.
Struggling to Find the Right Research or Clinical Experience?
Many students feel stuck trying to secure meaningful research positions, clinical exposure, or physician shadowing opportunities. I provide structured placement support to help you identify aligned opportunities, navigate outreach professionally, and secure experiences that meaningfully strengthen your academic profile and future applications.
Is this your brand?
The exact fixes for MD & MD-PhD Advising
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MD & MD-PhD Advising.
Source & Attribution
Scored by Engagemii on September 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdphdadvising
Cite this score: Engagemii (2026). "AEO Score for MD & MD-PhD Advising." Retrieved from https://engagemii.com/aeo/brands/mdphdadvising
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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