AI Visibility Scorecard
NCL New Concept Lab GmbH
nclnewconceptlab.com · Technology
Borderline visible. AI bots can crawl NCL New Concept Lab GmbH, 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 1 times
Claude
#2,159,101 of 2,705,712 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About NCL New Concept Lab GmbH
from our crawl and measurement
"IMAPlateTM 5RC96 - world's first miniaturized analytical platform capable of manually performing up to 96 liquid transfer, analysis, in-well reaction and assay in parallel and." That is how NCL New Concept Lab GmbH introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Good
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 3.4/10, NCL New Concept Lab GmbH is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for NCL New Concept Lab GmbH
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nclnewconceptlab
Cite this score: Engagemii (2026). "AEO Score for NCL New Concept Lab GmbH." Retrieved from https://engagemii.com/aeo/brands/nclnewconceptlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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