#1,249,459 OF 2,702,035 IN TECHNOLOGY
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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.
AI engines read this profile 2 times
Claude
#1,249,459 of 2,702,035 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
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
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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.
Frequently Asked Questions
Who Is Behind This?
My name is Niklas Fjellman. In 2019, I wrote 30 life principles for my children: everything I wanted them to know if I was not around to tell them.
What if AI could learn from humanity at its best?
Today, AI systems are trained on billions of words scraped from the internet: quick comments, heated debates and viral outrage. Humanity in reactive mode. That is not the whole picture of who we are. What we gather is the opposite: reflective human values, articulated with care. A record that could help future AI understand what people believe when they slow down and think about legacy.
Is this your brand?
The exact fixes for Codex Vivendi
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Codex Vivendi.
Source & Attribution
Scored by Engagemii on September 3, 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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