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AI Visibility Scorecard
Codex Vivendi
codexvivendi.com · Technology
Borderline visible. AI bots can crawl Codex Vivendi, 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
#1,438,663 of 2,832,391 in Technology for AI visibility
4.7
/10
AEO Score
About Codex Vivendi
from our crawl and measurement
Codex Vivendi is a business whose own site puts it this way: "The original life principles document written by Niklas Fjellman exploring the meaning of life and serving as the foundation for the Codex Vivendi platform." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found structured data on the page (CreativeWork, Person), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 4.7/10, Codex Vivendi is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Codex Vivendi
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codexvivendi
Cite this score: Engagemii (2026). "AEO Score for Codex Vivendi." Retrieved from https://engagemii.com/aeo/brands/codexvivendi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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