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AI Visibility Scorecard

Michelle Seguin MD

Michelle Seguin MD

Unclaimed

michelleseguinmd.substack.com · Healthcare

Somewhat visible. AI bots can read Michelle Seguin MD, but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#4,513 of 730,331 in Healthcare for AI visibility

6.7

/10

AEO Score

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About Michelle Seguin MD

from michelleseguinmd.substack.com

Seasonal essays, cookbook club, and kitchen conversations from a doctor-gardener. Click to read Michelle Seguin MD, a Substack publication with thousands of subscribers.

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

2

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

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

2

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

8

Established authority for your domain.

Entity Presence

10

Recognized in AI knowledge graphs.

News Mentions

10

Press and news coverage.

Community

10

Forum and community discussion.

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 6.7/10, Michelle Seguin MD has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Michelle Seguin 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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/michelleseguinmd-substack

Cite this score: Engagemii (2026). "AEO Score for Michelle Seguin MD." Retrieved from https://engagemii.com/aeo/brands/michelleseguinmd-substack

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

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