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AI Visibility Scorecard
John Andrawis MD
johnandrawismd.com · Healthcare
Borderline visible. AI bots can crawl John Andrawis MD, 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
Claude · Apple Intelligence
#365,452 of 839,071 in Healthcare for AI visibility
4.9
/10
AEO Score
About John Andrawis MD
from our crawl and measurement
"John Philip Andrawis MD MBA is an expert hip and knee surgeon serving the Southern California Community." That is how Website introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
8
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
5
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
0
Little domain authority yet.
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
0
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 4.9/10, John Andrawis MD is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Andrawis MD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnandrawismd
Cite this score: Engagemii (2026). "AEO Score for John Andrawis MD." Retrieved from https://engagemii.com/aeo/brands/johnandrawismd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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