AI Visibility Scorecard
Nutrinor coopérative
nutrinor.com · Automotive
Somewhat visible. AI bots can read Nutrinor coopérative, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#47,675 of 365,581 in Automotive for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Nutrinor coopérative
from our crawl and measurement
"Située au Saguenay-Lac-Saint-Jean, Nutrinor est l’une des plus importantes coopératives alimentaires du Québec." That is how Nutrinor coopérative introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 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
Good
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
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.5/10, Nutrinor coopérative has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Nutrinor coopérative
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nutrinor
Cite this score: Engagemii (2026). "AEO Score for Nutrinor coopérative." Retrieved from https://engagemii.com/aeo/brands/nutrinor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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