AI Visibility Scorecard
mlcc.org.tw
mlcc.org.tw · Other
Borderline visible. AI bots can crawl mlcc.org.tw, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
<1
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About mlcc.org.tw
from our crawl and measurement
mlcc.org.tw is a business whose own site puts it this way: "以推廣國內貿易，促進經濟發展，協調同業關係，增進共同利益為宗旨。會員由各商業同業公會及經政府核准登記證照而無商業同業公會組織之公司行號組成。 職 稱 姓 名 理 事 長 陳國良 副理事長 張文祥、趙李坤、鄭聚然 常務理事 洪文昌、胡國勇、葉文琪、葉錦煌、陳宗聖、吳溪彬、黃天禧、黃志忠 理 事 蘇祥裕、陳天送、李秉輝、林碧嫈、劉嘉俊、葉維漢、陳志忠、許天卿、吳國呈、鄧原豪." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
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, mlcc.org.tw is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for mlcc.org.tw
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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 October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mlcc-org-tw
Cite this score: Engagemii (2026). "AEO Score for mlcc.org.tw." Retrieved from https://engagemii.com/aeo/brands/mlcc-org-tw
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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