AI Visibility Scorecard
mdlabdesign.com
mdlabdesign.com · Other
Borderline visible. AI bots can crawl mdlabdesign.com, 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
<1
4
AEO Visibility
iNear-invisible · 3.5/10
-
Network Authority
iNot connected yet
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
Business connections
Public companies have about 3 business relationships on record.
You have none on record yet.
About mdlabdesign.com
from our crawl and measurement
mdlabdesign.com is a business whose own site puts it this way: "华体会平台 (小马 永久域名: tiyu1818.com/tiyu1819.com)学校始建于1952年，位于吉林省长春市，是以工科为主、多学科协调发展的本科院校。学校在 机械工程、材料科学、化工与工艺、自动化及电子信息工程 等工科领域具有明显优势，设有省级重点实验室和工程技术中心。华体会平台公司积极推动产业链上下游协同发展，助力国内集成电路生态体系不断完善。." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
- Company ·
- mdlabdesign.com
- Website ·
- mdlabdesign.com
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 13, 2026
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 read your site and name it in answers. At 3.5/10, mdlabdesign.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for mdlabdesign.com
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 13, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdlabdesign
Cite this score: Engagemii (2026). "AEO Score for mdlabdesign.com." Retrieved from https://engagemii.com/aeo/brands/mdlabdesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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