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AI Visibility Scorecard
F. Perry Wilson, MD
methodsman.com · Healthcare
Somewhat visible. AI bots can read F. Perry Wilson, MD, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#7,066 of 741,004 in Healthcare for AI visibility
6.6
/10
AEO Score
About F. Perry Wilson, MD
from our crawl and measurement
F. Perry Wilson, MD describes itself simply: "Physician, researcher, and science communicator at Yale University. Director of the Clinical and Translational Research Accelerator. Host of the Wellness, Actually podcast with Emily Oster." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. It is passable on some structured data, a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
6
Forum and community discussion.
0
No Reddit mentions 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 6.6/10, F. Perry Wilson, MD has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is F. Perry Wilson?
F. Perry Wilson, MD MSCE, is a nephrologist, clinical researcher, and science communicator. He is an Associate Professor of Medicine and Public Health at Yale University, where he directs the Clinical and Translational Research Accelerator (CTRA).
What is the Wellness, Actually podcast?
Wellness, Actually is a weekly podcast co-hosted by Dr. F. Perry Wilson and economist Emily Oster. It separates medical fact from fiction with evidence-based deep dives on wellness topics, and is distributed by iHeartMedia.
What is F. Perry Wilson's book about?
His book, How Medicine Works and When It Doesn't (Grand Central Publishing, 2023), blends personal anecdotes with hard science to help readers evaluate medical claims, navigate the healthcare system, and learn who to trust.
Where can I read F. Perry Wilson's writing?
He writes the weekly Impact Factor column on Medscape and essays for a general audience on Medium. His peer-reviewed research is listed on Google Scholar and PubMed.
What are F. Perry Wilson's credentials?
He earned his BA from Harvard College, his MD from Columbia University College of Physicians and Surgeons, and an MS in clinical epidemiology from the University of Pennsylvania. He is board certified in internal medicine and nephrology.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/methodsman
Cite this score: Engagemii (2026). "AEO Score for F. Perry Wilson, MD." Retrieved from https://engagemii.com/aeo/brands/methodsman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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