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AI Visibility Scorecard
commanders.ch · Nonprofits
Borderline visible. AI bots can crawl Jonatan Männchen, 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
#639,125 of 746,925 in Nonprofits for AI visibility
3.3
/10
AEO Score
from our crawl and measurement
Jonatan Männchen, based in Winterthur, describes itself simply: "Jonatan Männchen, CISO at the Erlang Ecosystem Foundation. Securing open-source infrastructure through code, standards, and collaboration." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found structured data on the page (WebSite, Person) and a readable heading structure. It is missing an llms.txt file and a sitemap.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
Inbound links from other sites.
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.
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 3.3/10, Jonatan Männchen is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Jonatan Männchen
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Here's the moment that happens on nonprofit websites every single day.
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Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commanders-ch
Cite this score: Engagemii (2026). "AEO Score for Jonatan Männchen." Retrieved from https://engagemii.com/aeo/brands/commanders-ch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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