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AI Visibility Scorecard
csceyemd.com · Healthcare
Somewhat visible. AI bots can read Claudio Contreras, M.D., but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#282,782 of 782,088 in Healthcare for AI visibility
5.1
/10
AEO Score
from our crawl and measurement
Claudio Contreras, M.D. describes itself simply: "Welcome to the office of Claudio S. Contreras, MD. Eye doctor in San Jose, CA who performs cataract surgery, laser treatments for glaucoma and more!." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is structured data describing the business.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 5.1/10, Claudio Contreras, M.D. has a working base to build on - fixable, and the signals above are where to start.
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Weekly ChatGPT & Claude citation tracking
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/csceyemd
Cite this score: Engagemii (2026). "AEO Score for Claudio Contreras, M.D.." Retrieved from https://engagemii.com/aeo/brands/csceyemd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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