AI Visibility Scorecard
mdlabdesign.com
mdlabdesign.com · Other
At 2.6/10, mdlabdesign.com 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 · 2.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
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 it is close to invisible, scoring 2.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
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 2.6/10, 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
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 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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