AI Visibility Scorecard
CD4IOT
cd4business.com · Education
Borderline visible. AI bots can crawl CD4IOT, 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
#114,123 of 937,749 in Education for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Education average 14
Top 71% of Education
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Education average 13
See what's behind this score →0
About CD4IOT
from our crawl and measurement
CD4IOT is a business whose own site puts it this way: "Especializados en el desarrollo de soluciones de inteligencia artificial (IA), privadas y escalables, servicios basados en IoT con una plataforma personalizable y formación en la empresa y." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- CD4IOT
- Website ·
- cd4business.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 3, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 read your site and name it in answers. At 4.2/10, CD4IOT is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
¿Quiénes Somos?
En CD4Business creemos que el tamaño no limita la innovación. Somos un equipo impulsado por la Inteligencia Artificial, que nos ha permitido crecer hasta convertirnos en especialistas en consultoría, desarrollo y formación en IA Local. Hoy ayudamos a las empresas a descubrir cómo la IA puede transformar sus datos en oportunidades, siempre con un enfoque seguro, práctico y adaptado a la realidad de cada negocio.
Is this your brand?
The exact fixes for CD4IOT
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for CD4IOT.
Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cd4business
Cite this score: Engagemii (2026). "AEO Score for CD4IOT." Retrieved from https://engagemii.com/aeo/brands/cd4business
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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