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AI Visibility Scorecard
mudKlub
mudklub.com · Food & Beverage
Borderline visible. AI bots can crawl mudKlub, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,064,769 of 1,417,297 in Food & Beverage for AI visibility
3.4
/10
AEO Score
About mudKlub
from our crawl and measurement
mudKlub describes itself simply: "Wien · Stampflehm · 2026 Wiener Mischung Die weltweit erste standardisierte Wandbeschichtung aus ungebranntem Lehm, ohne Brennprozess, aus regionalen Rohstoffen, 100 % kreislauffähig." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
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.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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, mudKlub is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for mudKlub
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for mudKlub.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mudklub
Cite this score: Engagemii (2026). "AEO Score for mudKlub." Retrieved from https://engagemii.com/aeo/brands/mudklub
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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