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AI Visibility Scorecard
Groupe LE DUFF
groupeleduffs.com · Food & Beverage
Borderline visible. AI bots can crawl Groupe LE DUFF, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,058,075 of 1,355,465 in Food & Beverage for AI visibility
3.2
/10
AEO Score
About Groupe LE DUFF
from our crawl and measurement
Groupe LE DUFF Qualité, bien-être et plaisir describes itself simply: "Fondé en 1976 par Louis Le Duff, le Groupe Le Duff est aujourd'hui le leader mondial du Café Bakery." As far as answer engines are concerned it may as well not exist yet: 2.9 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
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 3.2/10, Groupe LE DUFF is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Groupe LE DUFF
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Groupe LE DUFF.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/groupeleduffs
Cite this score: Engagemii (2026). "AEO Score for Groupe LE DUFF." Retrieved from https://engagemii.com/aeo/brands/groupeleduffs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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