AI Visibility Scorecard
FLUID Design GmbH
fluid-global.com · Technology
Somewhat visible. AI bots can read FLUID Design GmbH, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#269,502 of 2,707,166 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
8
AI Adoption
iBasic · 8/100
About FLUID Design GmbH
from our crawl and measurement
FLUID Design UX/UI & Industrial Design Agency Munich is a Munich business whose own site puts it this way: "UX/UI and industrial design agency in Germany specializing in medical design for digital platforms and physical MedTech products, focused on user experience." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.7/10, FLUID Design GmbH has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for FLUID Design GmbH
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/fluid-global
Cite this score: Engagemii (2026). "AEO Score for FLUID Design GmbH." Retrieved from https://engagemii.com/aeo/brands/fluid-global
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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