AI Visibility Scorecard
F. Perry Wilson, MD
methodsman.com · Healthcare
Borderline visible. AI bots can crawl F. Perry Wilson, MD, 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 7 times
Meta AI · Claude · ShapBot
#12,663 of 924,420 in Healthcare for AI visibility
12
5
AEO Visibility
iBorderline · 4.7/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
6
AI Adoption
iBasic · 6/100
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 4.7 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 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
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.7/10, F. Perry Wilson, MD is crawlable but under-signaled - 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.
Is this your brand?
The exact fixes for F. Perry Wilson, MD
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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 F. Perry Wilson, MD.
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.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform