AI visibility score
1.20/ 10Near-invisible
As of 2026-11-08 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

CEBoréale

CEBoréale

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ceboreale.com · Other

At 1.20/10, CEBoréale is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.

AI engines read this profile 1 times

Claude

<1

AI Naming Predictability

i

Rarely named · <1/100

Average 15

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1.20

AEO Visibility

i

Near-invisible · 1.20/10

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.

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60

Muse Index Score

i

AI agent readiness

Transactable · 60/100

Average 16

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0

AI Adoption

i

None detected · 0/100

Average 0

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About CEBoréale

from our crawl and measurement

CEBoréale is a Haute-Gatineau, QC business whose own site puts it this way: "Scierie familiale en Haute-Gatineau: vente de bois de cèdre blanc brut, planches, poutres, perches et plans de projets. Livraison locale dans l'Outaouais." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.20 out of 10.

Our crawl found structured data on the page (Organization, WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.

AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).

Company ·
CEBoréale
Website ·
ceboreale.com
Industry ·
Other
Location ·
Haute-Gatineau, QC
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Nov 8, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Strong

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Good

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

-

Not yet measured.

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 1.20/10, CEBoréale is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Frequently Asked Questions

Pourquoi choisir CEBoréale?

Du bois de qualité, transformé localement, pour des projets durables.Bois localCèdre transformé dans l'Outaouais, réduit l'empreinte carbone et soutient l'économie locale.Qualité naturelleLe cèdre résiste naturellement à la pourriture, aux insectes et aux intempéries. Aucun traitement chimique requis.Projets facilesNos plans détaillés permettent aux bricoleurs de tous niveaux de réaliser de beaux projets en bois.

Prêt à construire votre prochain projet?

Contactez-nous pour une soumission ou commandez directement en ligne.Demander une soumissionVoir la liste de prixAtelier local de transformation du bois en Haute-Gatineau.

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Picked for CEBoréale: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/ceboreale

Cite this score: Engagemii (2026). "AEO Score for CEBoréale." Retrieved from https://engagemii.com/aeo/brands/ceboreale

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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