#438,331 OF 912,984 IN HEALTHCARE
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AI Visibility Scorecard
Chronicles of a Professional Patient
professionalzebra.com · Healthcare
Borderline visible. AI bots can crawl Chronicles of a Professional Patient, 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.
AI engines read this profile 1 times
Claude
#438,331 of 912,984 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Chronicles of a Professional Patient
from our crawl and measurement
Chronicles of a Professional Patient describes itself simply: "As a disabled young adult with complex conditions, I have had more interaction with you than my peers, my parents, and their parents." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.7/10, Chronicles of a Professional Patient is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Can I Drive?
At first we knew the answer was no. My body was going haywire, I was dealing with new and unexpected issues, I had no idea what my body could and couldn’t do and it seemed like anything I did resulted in increased symptoms. But as time went on and treatment changed I started to have a better feel for my body I started thinking about driving again.
Step One: Can I Drive?
While disability alone does not disqualify you from being able to drive, certain disabilities, medical conditions, and medications may impact your ability to safely drive. However, there are many people who can’t drive the typical way because of a disability, but could safely drive with adaptations and or restrictions.
Is this your brand?
The exact fixes for Chronicles of a Professional Patient
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/professionalzebra
Cite this score: Engagemii (2026). "AEO Score for Chronicles of a Professional Patient." Retrieved from https://engagemii.com/aeo/brands/professionalzebra
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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