AI Visibility Scorecard
Mandoline Hybride
mandolinehybride.com · Food & Beverage
Borderline visible. AI bots can crawl Mandoline Hybride, 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.
AI engines read this profile 19 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#17,159 of 1,391,795 in Food & Beverage for AI visibility
72
AI Naming Predictability
iNamed occasionally · 72/100
Food & Beverage average 12
Top 1% of Food & Beverage
See what's behind this score →5
-
Network Authority
iNot connected yet
Food & Beverage average 0.0
0 relationships · Food & Beverage average 2
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Food & Beverage average 18
See what's behind this score →0
About Mandoline Hybride
from our crawl and measurement
"Mandoline Hybride est un organisme culturel voué à la recherche, production et diffusion en art contemporain, avec pour point d’ancrage la danse." That is how Mandoline Hybride introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (WebSite, WebPage, Organization) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 18 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
- Company ·
- Mandoline Hybride
- Website ·
- mandolinehybride.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Good
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.7/10, Mandoline Hybride is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mandoline Hybride
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mandolinehybride
Cite this score: Engagemii (2026). "AEO Score for Mandoline Hybride." Retrieved from https://engagemii.com/aeo/brands/mandolinehybride
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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