AI Visibility Scorecard
cahra.com · Home & Living
At 2.54/10, CAHRA UPWARD Transition 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 Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude · Parallel
Top 5% in Home & Living for AI visibility
4
2.54
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Home & Living average 21
See what's behind this score →0
from our crawl and measurement
CAHRA UPWARD Transition is a business whose own site puts it this way: "CAHRA accompagne les PME et ETI dans leurs transformations avec des managers de transition opérationnels en moins de 72h. Industrie, services, finance partout en France. Prenez RDV." When AI engines look at it, they find little to work with. It scores 2.54 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.54/10, CAHRA UPWARD Transition is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Management de transition en été : comment transformer votre entreprise pendant la période estivale ?
CAHRA - 15 juin 2026 CAHRA 2026-06-15 Recourir au management de transition en période estivale est une décision stratégique que de plus en plus d'entreprises adoptent. L'été 2026 représente en effet une fenêtre... Lire la suite Visions d'experts
Pourquoi le nom Cahra pour notre cabinet ?
Le nom même de CAHRA témoigne de la différence et de la plus-value de notre cabinet de management de transition. En effet, le carat est une valeur de référence à l’international ; nous y avons ajouté le H de l’être Humain, car celui-ci est au cœur de nos préoccupations, autant qu’il est la clé des transformations réussies.
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.
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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cahra
Cite this score: Engagemii (2026). "AEO Score for CAHRA UPWARD Transition." Retrieved from https://engagemii.com/aeo/brands/cahra
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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