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AI Visibility Scorecard

Hedley Knewjen Quintana, MD, MSc, PhD

Hedley Knewjen Quintana, MD, MSc, PhD

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hedley.pythonanywhere.com · Healthcare

Somewhat visible. AI bots can read Hedley Knewjen Quintana, MD, MSc, PhD, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#2,703 of 781,636 in Healthcare for AI visibility

6.9

/10

AEO Score

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About Hedley Knewjen Quintana, MD, MSc, PhD

from our crawl and measurement

Hedley Knewjen Quintana, MD, MSc, PhD describes itself simply: "Febrero 2026 Gaps in learning about dangers of tobacco products use at school amid comprehensive tobacco control in Panama." Its AI visibility score is 6.9 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 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, structured data describing the business and credibility markers like credentials or reviews.

Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, people discuss it in places AI engines read and it comes up on Reddit. Beyond that, there is no press coverage to draw on.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Healthcare
Last scored · Aug 2, 2026

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

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

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

6

Established authority for your domain.

Entity Presence

10

Recognized in AI knowledge graphs.

News Mentions

0

No press coverage found yet.

Community

8

Forum and community discussion.

Reddit

8

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 6.9/10, Hedley Knewjen Quintana, MD, MSc, PhD has a working base to build on - fixable, and the signals above are where to start.

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Picked for Hedley Knewjen Quintana, MD, MSc, PhD: Health & Wellness

Trust Is the Product. AI Is How You Build It at Scale.

In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.

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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/hedley-pythonanywhere

Cite this score: Engagemii (2026). "AEO Score for Hedley Knewjen Quintana, MD, MSc, PhD." Retrieved from https://engagemii.com/aeo/brands/hedley-pythonanywhere

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

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