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AI Visibility Scorecard
In Good Hands
pedsurgmd.substack.com · Healthcare
Somewhat visible. AI bots can read In Good Hands, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#3,039 of 816,982 in Healthcare for AI visibility
6.7
/10
AEO Score
About In Good Hands
from pedsurgmd.substack.com
A Pediatric Surgeon's Playbook for Life in Training and Beyond. Click to read In Good Hands, by In Good Hands with PedSurgMD, a Substack publication with hundreds of subscribers.
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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.
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, In Good Hands has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for In Good Hands
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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/pedsurgmd-substack
Cite this score: Engagemii (2026). "AEO Score for In Good Hands." Retrieved from https://engagemii.com/aeo/brands/pedsurgmd-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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