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AI Visibility Scorecard

Dr. Marty Makary — Author, Surgeon, Health Policy Expert

Dr. Marty Makary — Author, Surgeon, Health Policy Expert

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martymd.com · Healthcare

Somewhat visible. AI bots can read Dr. Marty Makary — Author, Surgeon, Health Policy Expert, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude · Apple Intelligence

#137,377 of 823,958 in Healthcare for AI visibility

5.6

/10

AEO Score

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About Dr. Marty Makary — Author, Surgeon, Health Policy Expert

from our crawl and measurement

Dr. Marty Makary Author, Surgeon, Health Policy Expert works in Healthcare. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure. It is passable on a few credibility markers and partial sitemap and link coverage. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.

Away from its own site, other sites link to it. 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, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Healthcare
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

4

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

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

3

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.

Reddit

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 5.6/10, Dr. Marty Makary — Author, Surgeon, Health Policy Expert has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Dr. Marty Makary — Author, Surgeon, Health Policy Expert

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Dr. Marty Makary — Author, Surgeon, Health Policy Expert: How-To

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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/martymd

Cite this score: Engagemii (2026). "AEO Score for Dr. Marty Makary — Author, Surgeon, Health Policy Expert." Retrieved from https://engagemii.com/aeo/brands/martymd

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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