AI Visibility Scorecard
AUTF
autf.fr · Professional Services
At 2.54/10, AUTF is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
Top 5% in Professional Services for AI visibility
53
AI Naming Predictability
iRarely named · 53/100
Professional Services average 8
Top 2% of Professional Services
See what's behind this score →2.54
AEO Visibility
iNear-invisible · 2.54/10
Professional Services average 1.5
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Professional Services average 18
See what's behind this score →0
About AUTF
from our crawl and measurement
AUTF is a business whose own site puts it this way: "L’AUTF est l’organisation professionnelle des Chargeurs (donneurs d'ordre en matière de transport." When AI engines look at it, they find little to work with. It scores 2.54 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
- Company ·
- AUTF
- Website ·
- autf.fr
- Industry ·
- Professional Services
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
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
Strong
Recognized in AI knowledge graphs.
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 2.54/10, AUTF is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
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Prenez rendez-vous pour une évaluation gratuite de votre bien. Nous visitons le bien, nous vous conseillons sur un prix de vente réaliste et nous vous expliquons notre méthode de travail. Vous pouvez décider en toute liberté si vous souhaitez ou non travailler avec nous pour la vente de votre bien. En savoir plus Le respect de votre vie privée est notre priorité.
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.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/autf-fr
Cite this score: Engagemii (2026). "AEO Score for AUTF." Retrieved from https://engagemii.com/aeo/brands/autf-fr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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