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AI Visibility Scorecard
nernstcatering.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Guangzhou Nernst Catering Equipment Co., Ltd, 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 6 times
Meta AI · Apple Intelligence · Claude
#200,902 of 242,243 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Commercial Kitchen Undercounter Coolers, Freezers, Pizza Preparation Counter, Cake Display Cabinets, Ice Cream Display Cabinets Manufacturer in China describes itself simply: "We have more than 20 years manufacturing experience. We mainly produce middle and high end under counter coolers, freezers, pizza preparation tables, cake display cabinets, ice cream." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Under the hood there is crawler access and the files AI engines look for, but the score is capped by what is missing: structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find. The wider web has little to say about it yet: 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. Those signals cannot be fixed on the page, they have to be earned.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
4
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 3.5/10, Guangzhou Nernst Catering Equipment Co., Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.
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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/nernstcatering
Cite this score: Engagemii (2026). "AEO Score for Guangzhou Nernst Catering Equipment Co., Ltd." Retrieved from https://engagemii.com/aeo/brands/nernstcatering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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