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AI Visibility Scorecard
Collectif Sur le Vif - Alexis Loriot, Maïté Suarez, Alain Massé
vatim.com · Food & Beverage
Borderline visible. AI bots can crawl Collectif Sur le Vif - Alexis Loriot, Maïté Suarez, Alain Massé, 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
#939,367 of 1,316,884 in Food & Beverage for AI visibility
3.5
/10
AEO Score
About Collectif Sur le Vif - Alexis Loriot, Maïté Suarez, Alain Massé
from our crawl and measurement
Collectif Sur le Vif describes itself simply: "Le fil d’Ariane qui relie les personnalités en apparence si différentes de Alain Massé, VirGinie, Maïté Suarez et Alexis Loriot est à rechercher dans ces œuvres présentées dans leurs quatre." When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.5/10, Collectif Sur le Vif - Alexis Loriot, Maïté Suarez, Alain Massé is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Collectif Sur le Vif - Alexis Loriot, Maïté Suarez, Alain Massé
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vatim
Cite this score: Engagemii (2026). "AEO Score for Collectif Sur le Vif - Alexis Loriot, Maïté Suarez, Alain Massé." Retrieved from https://engagemii.com/aeo/brands/vatim
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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