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AI Visibility Scorecard
Union TLF
e-tlf.com · Technology
Somewhat visible. AI bots can read Union TLF, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Apple Intelligence · Claude
#71,807 of 2,639,192 in Technology for AI visibility
6.6
/10
AEO Score
About Union TLF
from our crawl and measurement
Union TLF is a business whose own site puts it this way: "L'Union TLF est l’organisation professionnelle représentant l’ensemble des métiers de la chaîne transport et logistique." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.6/10, Union TLF has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Union TLF
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/e-tlf
Cite this score: Engagemii (2026). "AEO Score for Union TLF." Retrieved from https://engagemii.com/aeo/brands/e-tlf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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