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AI Visibility Scorecard
Dr Ryan Berger
ryanbergermd.com · Healthcare
Borderline visible. AI bots can crawl Dr Ryan Berger, 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 1 times
Claude
#392,094 of 839,071 in Healthcare for AI visibility
4.8
/10
AEO Score
About Dr Ryan Berger
from our crawl and measurement
Dr Ryan Berger is a Southfield, MI business whose own site puts it this way: "Dr Ryan Berger is an orthopaedic spine surgeon in Southfield, West Bloomfield and Royal Oak, MI. He specializes in the comprehensive care of spinal disorders." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (Physician), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a medical business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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
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 4.8/10, Dr Ryan Berger is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Dr Ryan Berger
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Dr Ryan Berger.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ryanbergermd
Cite this score: Engagemii (2026). "AEO Score for Dr Ryan Berger." Retrieved from https://engagemii.com/aeo/brands/ryanbergermd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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