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AI Visibility Scorecard
Zhejiang Lyomac Pharmaceutical Equipment Co., Ltd.freeze dryer, lyophilizer, freeze drying, lyophilization, freeze dry,
lyomac.com · Manufacturing & Industrial
At 2.8/10, Zhejiang Lyomac Pharmaceutical Equipment Co., Ltd.freeze dryer, lyophilizer, freeze drying, lyophilization, freeze dry, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#222,346 of 237,022 in Manufacturing & Industrial for AI visibility
2.8
/10
AEO Score
About Zhejiang Lyomac Pharmaceutical Equipment Co., Ltd.freeze dryer, lyophilizer, freeze drying, lyophilization, freeze dry,
from our crawl and measurement
Zhejiang Lyomac Pharmaceutical Equipment Co., Ltd.freeze dryer, lyophilizer, freeze drying, lyophilization, freeze dry, freeze dryer machine, freeze dryer price, lyophilizer price, lyophilization proc describes itself simply: "freeze dryer, lyophilizer, freeze drying, lyophilization, freeze dry, freeze dryer machine, freeze dryer price, lyophilizer price, lyophilization process, freeze dried, lyophilized, freeze." As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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, Zhejiang Lyomac Pharmaceutical Equipment Co., Ltd.freeze dryer, lyophilizer, freeze drying, lyophilization, freeze dry, is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Zhejiang Lyomac Pharmaceutical Equipment Co., Ltd.freeze dryer, lyophilizer, freeze drying, lyophilization, freeze dry,
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lyomac
Cite this score: Engagemii (2026). "AEO Score for Zhejiang Lyomac Pharmaceutical Equipment Co., Ltd.freeze dryer, lyophilizer, freeze drying, lyophilization, freeze dry,." Retrieved from https://engagemii.com/aeo/brands/lyomac
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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