#3,495 OF 899,786 IN HEALTHCARE
SCORE HISTORY BEGINS 2026-07-25
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AI Visibility Scorecard
Full Stack Family Medicine
bertiebregmanmd.substack.com · Healthcare
Somewhat visible. AI bots can read Full Stack Family Medicine, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · ChatGPT
#3,495 of 899,786 in Healthcare for AI visibility
7
AEO Visibility
iVisible · 6.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Full Stack Family Medicine
from bertiebregmanmd.substack.com
Dispatches from the Front and Back Ends of Primary Care. Click to read Full Stack Family Medicine, by Bertie Bregman, MD, a Substack publication with thousands 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
3
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
1
Inbound links from other sites.
Domain Authority
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
10
Forum and community discussion.
Social Mentions
0
No social discussion 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, Full Stack Family Medicine has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Full Stack Family Medicine
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/bertiebregmanmd-substack
Cite this score: Engagemii (2026). "AEO Score for Full Stack Family Medicine." Retrieved from https://engagemii.com/aeo/brands/bertiebregmanmd-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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