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AI Visibility Scorecard
mdm.de · E-commerce
Somewhat visible. AI bots can read Münzen, Euromünzen & Goldmünzen, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#9,369 of 515,911 in E-commerce for AI visibility
6.5
/10
AEO Score
from our crawl and measurement
Münzen, Euromünzen & Goldmünzen describes itself simply: "Münzen Online-Shop ✓ riesige Auswahl wertvoller Münzen ✓ Raritäten mit hohem Sammlerwert ✓ hochwertiges Zubehör ✓ MDM Deutsche Münze." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
0
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
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
6
Reddit mentions and discussion.
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 6.5/10, Münzen, Euromünzen & Goldmünzen has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Münzen, Euromünzen & Goldmünzen
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdm-de
Cite this score: Engagemii (2026). "AEO Score for Münzen, Euromünzen & Goldmünzen." Retrieved from https://engagemii.com/aeo/brands/mdm-de
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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