AI Visibility Scorecard
CACES.FR
caces.fr · Media & Entertainment
At 2.1/10, CACES.FR is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
<1
AI Naming Predictability
iRarely named · <1/100
Media & Entertainment average 17
See what's behind this score →2.1
AEO Visibility
iNear-invisible · 2.1/10
Media & Entertainment average 4.2
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
Media & Entertainment average 15
See what's behind this score →0
About CACES.FR
from our crawl and measurement
CACES.FR describes itself simply: "CACES: formation, prix, validité 5 à 10 ans selon le référentiel et 507 centres certifiés Qualiopi en France." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.1 out of 10.
Our crawl found structured data on the page (WebSite, Organization, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- CACES.FR
- Website ·
- caces.fr
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.1/10, CACES.FR is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Quel type de CACES cherchez-vous ?
8 référentiels CACES couvrant tous les secteurs : logistique, BTP, industrie et transport.
Comment ça marche ?
Trouver et réserver votre formation CACES en 3 étapes simples. 1 Choisissez votre CACES Sélectionnez le type de CACES dont vous avez besoin (R489, R486, R482...) et indiquez votre ville ou région. 2 Comparez les centres Consultez les fiches détaillées des centres : avis, équipements, tarifs, modalités de financement disponibles. 3 Obtenez votre devis Contactez directement le centre ou demandez un devis gratuit.
Vous ne savez pas quel CACES choisir ?
Nos guides complets vous aident à identifier la certification adaptée à votre métier et votre secteur d'activité. Lire nos guides CACES Parcourir les centres
Vous êtes un centre de formation CACES ?
Rejoignez les 500+ organismes référencés sur CACES.fr et recevez les demandes de devis de stagiaires et entreprises de votre région. Gratuit pour rejoindre l'annuaire, formules premium disponibles.
Is this your brand?
The exact fixes for CACES.FR
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for CACES.FR.
Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/caces-fr
Cite this score: Engagemii (2026). "AEO Score for CACES.FR." Retrieved from https://engagemii.com/aeo/brands/caces-fr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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