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AI Visibility Scorecard
Mark Leeds DO PA
benzodoc.com · Healthcare
Somewhat visible. AI bots can read Mark Leeds DO PA, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude · Apple Intelligence
#58,408 of 853,096 in Healthcare for AI visibility
6
AEO Visibility
iVisible · 6/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
0
AI Adoption
iNone detected · 0/100
About Mark Leeds DO PA
from our crawl and measurement
BenzoDoc is a Fort Lauderdale, FL business whose own site puts it this way: "Dr. Mark Leeds conducts evidence-based benzodiazepine tapering using the Ashton Manual protocol and the Maudsley Deprescribing Guidelines." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (FAQPage, MedicalClinic, Person), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
1
Social discussion and mentions.
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 6/10, Mark Leeds DO PA has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/benzodoc
Cite this score: Engagemii (2026). "AEO Score for Mark Leeds DO PA." Retrieved from https://engagemii.com/aeo/brands/benzodoc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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