AI Visibility Scorecard
catherinesullivanmd.com · Other
Borderline visible. AI bots can crawl Dr. Catherine Sullivan, M.D., 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 5 times
ChatGPT · Meta AI · Claude
7
AI Naming Predictability
iRarely named · 7/100
Average 15
Top 82% of Other
See what's behind this score →4
-
Network Authority
iNot connected yet
Average 0.0
0 relationships · Average 3
See what's behind this score →20
0
from our crawl and measurement
Dr. Catherine Sullivan, M.D., based in Pasadena, CA, describes itself simply: "Board certified adult psychiatrist seeing patients throughout California." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and GPTBot (ChatGPT).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Dr. Catherine Sullivan, M.D. is crawlable but under-signaled - fixable, and the signals above are where to start.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catherinesullivanmd
Cite this score: Engagemii (2026). "AEO Score for Dr. Catherine Sullivan, M.D.." Retrieved from https://engagemii.com/aeo/brands/catherinesullivanmd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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