AI Visibility Scorecard
MD & MD-PhD Advising
mdphdadvising.com · Education
At 1.63/10, MD & MD-PhD Advising is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
Top 50% in Education for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Education average 14
Top 40% of Education
See what's behind this score →1.63
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →25
0
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 1.63 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 read this profile 3 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- MD & MD-PhD Advising
- Website ·
- mdphdadvising.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.63/10, MD & MD-PhD Advising is near-invisible to AI engines today. That is 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.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 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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