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AI Visibility Scorecard
Centre d'évaluation Neuropsychologique de l'est du Québec
ceneq.com · Food & Beverage
Somewhat visible. AI bots can read Centre d'évaluation Neuropsychologique de l'est du Québec, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Claude
#230,709 of 1,354,078 in Food & Beverage for AI visibility
5.3
/10
AEO Score
About Centre d'évaluation Neuropsychologique de l'est du Québec
from our crawl and measurement
ceneq is a Rimouski, QC business whose own site puts it this way: "Dr Luc Cummings neuropsychologue de Rimouski, propose une démarche d’évaluation neuropsychologique personnalisée. Apprenez en plus sur le Céneq!." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 5.3/10, Centre d'évaluation Neuropsychologique de l'est du Québec has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Centre d'évaluation Neuropsychologique de l'est du Québec
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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ceneq
Cite this score: Engagemii (2026). "AEO Score for Centre d'évaluation Neuropsychologique de l'est du Québec." Retrieved from https://engagemii.com/aeo/brands/ceneq
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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