AI Visibility Scorecard
cfs.se · Nonprofits
At 2.62/10, Corporate is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
ChatGPT
Top 5% in Nonprofits for AI visibility
3
2.62
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Nonprofits average 2. 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
Nonprofits average 14
See what's behind this score →0
from our crawl and measurement
"CF&S Group is an Estonian-owned logistics group headquartered in Tallinn, Estonia. The group operates offices in 9 countries and employs over 240 people." That is how Corporate introduces itself. When AI engines look at it, they find little to work with. It scores 2.62 out of 10.
Our crawl found structured data on the page (Organization, Person, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile once in our tracking, including GPTBot (ChatGPT).
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
Strong
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 2.62/10, Corporate is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cfs-se
Cite this score: Engagemii (2026). "AEO Score for Corporate." Retrieved from https://engagemii.com/aeo/brands/cfs-se
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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