#1,422,506 OF 2,697,469 IN TECHNOLOGY
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AI Visibility Scorecard
CodNesta Group SARL
codnesta.com · Technology
Borderline visible. AI bots can crawl CodNesta Group SARL, 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
#1,422,506 of 2,697,469 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About CodNesta Group SARL
from our crawl and measurement
CodNesta Group SARL is a business whose own site puts it this way: "CodNesta Group SARL is a technology education, innovation, and community impact organization focused on bridging theory and practice for sustainable development." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.4/10, CodNesta Group SARL is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CodNesta Group SARL
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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/codnesta
Cite this score: Engagemii (2026). "AEO Score for CodNesta Group SARL." Retrieved from https://engagemii.com/aeo/brands/codnesta
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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