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AI Visibility Scorecard
Leonard Sax MD PhD
leonardsax.com · health, wellness and fitness
Somewhat visible. AI bots can read Leonard Sax MD PhD, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Apple Intelligence · Claude
#82,086 of 2,808,083 in Technology for AI visibility
6.6
/10
AEO Score
About Leonard Sax MD PhD
from our crawl and measurement
Leonard Sax MD PhD is a business whose own site puts it this way: "That work, combined with my 30+ years as both a physician (M.D.) and as a Ph.D." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on a workable page structure, a few credibility markers, basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity and structured data describing the business.
Off the page, other sites link to it and it comes up on Reddit. 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 nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
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.
6
Reddit mentions and discussion.
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, Leonard Sax MD PhD has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Leonard Sax MD PhD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leonardsax
Cite this score: Engagemii (2026). "AEO Score for Leonard Sax MD PhD." Retrieved from https://engagemii.com/aeo/brands/leonardsax
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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