AI Visibility Scorecard
M.C. Optical 卓悅眼鏡
mcoptical.com · Healthcare
Borderline visible. AI bots can crawl M.C. Optical 卓悅眼鏡, 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 2 times
Claude
#797,207 of 924,420 in Healthcare for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About M.C. Optical 卓悅眼鏡
from our crawl and measurement
M.C. Optical 卓悅眼鏡, based in 西貢 (Sai Kung), 新界 (New Territories), describes itself simply: "M.C. Optical 卓悅眼鏡 - Professional Optometrist & Optician in Sai Kung, Hong Kong. Comprehensive eye test, Marine Department Sight Test Certificate (海事處視力測驗證明書), eye check, eye exam, vision." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, Optician, FAQPage). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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.
Off-page authority
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.
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 3.5/10, M.C. Optical 卓悅眼鏡 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for M.C. Optical 卓悅眼鏡
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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.
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Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcoptical
Cite this score: Engagemii (2026). "AEO Score for M.C. Optical 卓悅眼鏡." Retrieved from https://engagemii.com/aeo/brands/mcoptical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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