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AI Visibility Scorecard
McLean Eye Physicians and Surgeons
mcleaneye.com · Healthcare
Borderline visible. AI bots can crawl McLean Eye Physicians and Surgeons, 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
Meta AI
#622,532 of 787,134 in Healthcare for AI visibility
3.8
/10
AEO Score
About McLean Eye Physicians and Surgeons
from our crawl and measurement
Your Skilled McLean Ophthalmologist is a McLean, VA business whose own site puts it this way: "Need an ophthalmologist? At McLean Eye Physicians and Surgeons, we help you get the healthy vision you deserve. Call today!." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (Optician), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 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.
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 3.8/10, McLean Eye Physicians and Surgeons is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McLean Eye Physicians and Surgeons
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
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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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcleaneye
Cite this score: Engagemii (2026). "AEO Score for McLean Eye Physicians and Surgeons." Retrieved from https://engagemii.com/aeo/brands/mcleaneye
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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