AI Visibility Scorecard
drkozin.com · Healthcare
Borderline visible. AI bots can crawl Allen Kozin, DDS, PC and Lesley Rosenthal, DDS, PC, 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 4 times
Meta AI · Claude · Apple Intelligence
#626,666 of 923,556 in Healthcare for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Allen Kozin, DDS, PC and Lesley Rosenthal, DDS, PC provides quality dental care and cosmetic dentistry to patients in New York, Connecticut, and New Jersey." That is how Allen Kozin, DDS, PC and Lesley Rosenthal, DDS, PC of New York, NY introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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.
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 4.3/10, Allen Kozin, DDS, PC and Lesley Rosenthal, DDS, PC is crawlable but under-signaled - fixable, and the signals above are where to start.
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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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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drkozin
Cite this score: Engagemii (2026). "AEO Score for Allen Kozin, DDS, PC and Lesley Rosenthal, DDS, PC." Retrieved from https://engagemii.com/aeo/brands/drkozin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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