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AI Visibility Scorecard
mogenius — The AI
mogenius.com · Technology
Somewhat visible. AI bots can read mogenius — The AI, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude
#56,067 of 2,623,115 in Technology for AI visibility
6.7
/10
AEO Score
About mogenius — The AI
from our crawl and measurement
mogenius The AI is a Cologne business whose own site puts it this way: "mogenius is a Kubernetes management platform (Internal Developer Platform / IDP) that enables DevOps and platform engineering teams to centrally manage multi-cluster Kubernetes." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, SoftwareApplication, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
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
4
Forum and community discussion.
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 6.7/10, mogenius — The AI has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is mogenius?
mogenius is an AI-powered Kubernetes management platform that enables DevOps and platform engineering teams to manage multi-cluster environments, implement developer self-service portals, automate GitOps workflows, and govern AI agents. It connects to existing Kubernetes clusters via an operator and provides a web-based interface for teams of all skill levels.
Is mogenius free to use?
Yes, mogenius offers a free Community plan for small teams. Team and Enterprise plans are available for larger organizations with advanced governance, multi-cluster, and support requirements.
What Kubernetes distributions does mogenius support?
mogenius supports any Kubernetes distribution including EKS, GKE, AKS, RKE, K3s, and self-managed clusters. It installs via a lightweight operator and works cloud-agnostically across on-premise and multi-cloud environments.
How does mogenius differ from Lens or Rancher?
Unlike Lens (a local desktop tool) or Rancher (focused on cluster provisioning), mogenius is a web-based team platform with built-in developer self-service workspaces, GitOps pipelines, RBAC governance, and native AI assistance. It is designed for collaborative use across platform engineering and development teams.
Where is mogenius hosted?
mogenius is headquartered in Cologne, Germany, and operates in European data centers. The platform supports on-premise and bring-your-own-cloud deployments. mogenius is ISO 27001 certified and a CNCF Silver Member.
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mogenius
Cite this score: Engagemii (2026). "AEO Score for mogenius — The AI." Retrieved from https://engagemii.com/aeo/brands/mogenius
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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