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AI VISIBILITY SCOREAS OF 2026-09-03 · ENGAGEMII INDEX
4.7/ 10

#1,249,243 OF 2,701,012 IN TECHNOLOGY

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Codex Vivendi

Codex Vivendi

Unclaimed

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 1 times

Claude

#1,249,243 of 2,701,012 in Technology for AI visibility

5

AEO Visibility

i

Borderline · 4.7/10

35

Muse Index Score

i

AI agent readiness

Basic · 35/100

0

AI Adoption

i

None detected · 0/100

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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.

Industry · Technology
Last scored · Sep 3, 2026

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?

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The exact fixes for Codex Vivendi

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Picked for Codex Vivendi: How-To

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.

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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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