AI Visibility Scorecard
MANDARTECH / 元崇設計工程公司
mandartech.com · Other
At 2.8/10, MANDARTECH / 元崇設計工程公司 is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
3
AEO Visibility
iNear-invisible · 2.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About MANDARTECH / 元崇設計工程公司
from our crawl and measurement
MANDARTECH / 元崇設計工程公司 describes itself simply: "元崇設計工程公司成立於1996年，提供辦公室、酒店、零售等商業空間之室內設計與工程管理。目前元崇設計在台北、上海兩地辦公室共有超過八十位勤奮的工作同仁，他們以「真誠紀律團隊，落實創意成就」為服務精神，持續為兩岸之企業客戶創造更高的價值。." As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
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
Fair
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
Fair
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 2.8/10, MANDARTECH / 元崇設計工程公司 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MANDARTECH / 元崇設計工程公司
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mandartech
Cite this score: Engagemii (2026). "AEO Score for MANDARTECH / 元崇設計工程公司." Retrieved from https://engagemii.com/aeo/brands/mandartech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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