LLM / AI Visibility
Factors affecting ChatGPT, Perplexity, and AI Overview citations
20
/ 100
4
Pass
5
Fail
1
Partial
LLM Citation Factors
Clear factual citable sentences
Service pages good; informational pages excellent
FAQ sections with concise answers
FAQs present on most service pages
FAQPage schema
Zero schema anywhere
MedicalBusiness schema
Zero schema anywhere
Authoritative backlinks establishing entity trust
<20 referring domains, no NAATP, no academic links
Content answering common questions (PAA-style)
Fentanyl, IOP, PHP pages have strong Q&A depth
NJ-specific data and statistics
Most pages cite NJ DOH, NJCARES, NJ-specific data
Medical credentials visible to crawlers
No named clinical staff, no credential markup
LegitScript verification
Displayed sitewide
Structured data for rich results
Zero structured data