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AI Visibility Scorecard
openchillers.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Coolssmann Refrigeration Co.,Ltd., but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#75,157 of 237,152 in Manufacturing & Industrial for AI visibility
5.1
/10
AEO Score
from our crawl and measurement
Coolssmann Refrigeration Co.,Ltd. describes itself simply: "Coolssmann Refrigeration Co.,Ltd., we are Multideck Open Chiller Manufacturer,Distributor/Wholesaler,Exporter,Seller,Established in 2005.We have 320 employees,annual sales of 30M US dollars." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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.
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 5.1/10, Coolssmann Refrigeration Co.,Ltd. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Coolssmann Refrigeration Co.,Ltd.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/openchillers
Cite this score: Engagemii (2026). "AEO Score for Coolssmann Refrigeration Co.,Ltd.." Retrieved from https://engagemii.com/aeo/brands/openchillers
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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