AI Visibility Scorecard
Comprehensive Pediatrics and Internal Medicine, LLC
cpimalabama.com · Healthcare
Borderline visible. AI bots can crawl Comprehensive Pediatrics and Internal Medicine, LLC, 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 11 times
Apple Intelligence · Claude · Meta AI · Perplexity
#46,659 of 924,420 in Healthcare for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Comprehensive Pediatrics and Internal Medicine, LLC
from our crawl and measurement
Comprehensive Pediatrics and Internal Medicine, LLC, based in Hoover, Alabama, describes itself simply: "Comprehensive pediatrics and internal medicine in Hoover, Alabama. Dr. Marquisha Jarmon provides primary care, pediatric care, and preventive services for families across the Birmingham." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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.
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 4.2/10, Comprehensive Pediatrics and Internal Medicine, LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Comprehensive Pediatrics and Internal Medicine, LLC
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cpimalabama
Cite this score: Engagemii (2026). "AEO Score for Comprehensive Pediatrics and Internal Medicine, LLC." Retrieved from https://engagemii.com/aeo/brands/cpimalabama
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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