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AI Visibility Scorecard

Sam Wainwright, MD

Sam Wainwright, MD

Unclaimed

samwainwright.com · Healthcare

Borderline visible. AI bots can crawl Sam Wainwright, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#641,047 of 730,331 in Healthcare for AI visibility

3.4

/10

AEO Score

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About Sam Wainwright, MD

from our crawl and measurement

Sam Wainwright, MD is a business whose own site puts it this way: "<p class="" style="white-space:pre-wrap;">Sam Wainwright, MD is a med-peds physician in Chicago.</p>." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.

Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.

Industry · Healthcare
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

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 3.4/10, Sam Wainwright, MD is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Sam Wainwright, MD

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Sam Wainwright, MD: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Sam Wainwright, MD." Retrieved from https://engagemii.com/aeo/brands/samwainwright

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

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