AI Visibility Scorecard
Cosmetic MD
drzellner.com · Healthcare
At 2.64/10, Cosmetic MD 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 Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 5% in Healthcare for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Healthcare average 11
Top 19% of Healthcare
See what's behind this score →2.64
-
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 →0
0
About Cosmetic MD
from our crawl and measurement
"Board-certified plastic surgeons in White Plains, NY offering cosmetic surgery for the face, body, and breasts, including gynecomastia treatment with personalized surgical planning." That is how Cosmetic MD introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.64 out of 10.
Our crawl found structured data on the page (BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Cosmetic MD
- Website ·
- drzellner.com
- Industry ·
- Healthcare
- Location ·
- White Plains, NY
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
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.
The 6 off-page signals AI reads
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.64/10, Cosmetic MD is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Us?
2% of all the gynecomastia surgeries in the US are performed in our office! <1% recurrence rate compared to 10%-30% average among plastic surgeons for all plastic surgery. 75% of surgeries performed in our facility surgically correct gynecomastia. 30% of our patients are successful gynecomastia revision surgeries from work done by other surgeons. Expert Gynecomastia Surgeon
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drzellner
Cite this score: Engagemii (2026). "AEO Score for Cosmetic MD." Retrieved from https://engagemii.com/aeo/brands/drzellner
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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