AI Visibility Scorecard
professionalzebra.com · Healthcare
At 2.41/10, Chronicles of a Professional Patient is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 25% in Healthcare for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Healthcare average 11
Top 19% of Healthcare
See what's behind this score →2.41
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
Chronicles of a Professional Patient is one of the businesses we track in the Healthcare space. When AI engines look at it, they find little to work with. It scores 2.41 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.
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.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.41/10, Chronicles of a Professional Patient is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Chronicles of a Professional Patient.
Scored by Engagemii on November 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.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform