AI Visibility Scorecard
saoeyes.com · Healthcare
Borderline visible. AI bots can crawl Suburban Associates in Ophthalmology, 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
Meta AI · Claude
#236,338 of 924,952 in Healthcare for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Get Expert Eye Care at Suburban Associates in Ophthalmology Serving Arlington Heights, Hoffman Estates & Elk Grove, IL." That is how Suburban Associates in Ophthalmology of Arlington Heights, IL introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 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 sitemaps and entity links AI can follow. What holds it back is structured data describing the business and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, other 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
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 4/10, Suburban Associates in Ophthalmology is crawlable but under-signaled - fixable, and the signals above are where to start.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/saoeyes
Cite this score: Engagemii (2026). "AEO Score for Suburban Associates in Ophthalmology." Retrieved from https://engagemii.com/aeo/brands/saoeyes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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