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AI Visibility Scorecard
Lee Kennedy-Shaffer, PhD
leekshaffer.com · Education
Borderline visible. AI bots can crawl Lee Kennedy-Shaffer, PhD, 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
#435,105 of 867,677 in Education for AI visibility
4.7
/10
AEO Score
About Lee Kennedy-Shaffer, PhD
from our crawl and measurement
"I am currently an Assistant Professor of Biostatistics at the Yale School of Public Health, where I've been since the summer of 2024." That is how Lee Kennedy-Shaffer, PhD introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 4.7/10, Lee Kennedy-Shaffer, PhD is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lee Kennedy-Shaffer, PhD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leekshaffer
Cite this score: Engagemii (2026). "AEO Score for Lee Kennedy-Shaffer, PhD." Retrieved from https://engagemii.com/aeo/brands/leekshaffer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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