AI Visibility Scorecard
F. Perry Wilson, MD
methodsman.com · Healthcare
At 3.63/10, F. Perry Wilson, MD is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 8 times
Meta AI · Claude · Parallel
Top 5% in Healthcare for AI visibility
67
AI Naming Predictability
iNamed occasionally · 67/100
Healthcare average 11
Top 2% of Healthcare
See what's behind this score →3.63
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
Healthcare average 18
See what's behind this score →6
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, though, it is barely visible: it scores 3.63 out of 10.
Our crawl found structured data on the page (Person, Book, PodcastSeries) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 8 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and ShapBot (Parallel).
- Company ·
- F. Perry Wilson, MD
- Website ·
- methodsman.com
- Industry ·
- Healthcare
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 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
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
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 3.63/10, F. Perry Wilson, MD is near-invisible to AI engines today. That is 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.
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/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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