AI Visibility Scorecard
coldlabservices.com · Food & Beverage
Somewhat visible. AI bots can read Cold Lab Services, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#207,672 of 1,393,425 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Cold Lab Services is a Heeswijk Dinther business whose own site puts it this way: "Service, onderhoud en verkoop van ULT-vriezers, lab-koelkasten, incubatoren, klimaatkasten en toebehoren | 35+ jaar ervaring | Cold Lab Services." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Place, ProfessionalService, Organization), an llms.txt file for AI models and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
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 5.3/10, Cold Lab Services has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Cold Lab Services
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coldlabservices
Cite this score: Engagemii (2026). "AEO Score for Cold Lab Services." Retrieved from https://engagemii.com/aeo/brands/coldlabservices
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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