AI Visibility Scorecard
M.A.C. Guérard
macguerard.com · Professional Services
Borderline visible. AI bots can crawl M.A.C. Guérard, 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
#375,321 of 526,843 in Professional Services for AI visibility
4
AEO Visibility
iBorderline · 4/10
48
Muse Index Score
iAI agent readiness
Agent-ready · 48/100
0
AI Adoption
iNone detected · 0/100
About M.A.C. Guérard
from our crawl and measurement
Machines à coudre industrielles Québec M.A.C. Guérard, based in Wickham, QC, describes itself simply: "Vente, location, réparation et entretien de machines à coudre industrielles et domestiques de toutes marques depuis plus de 35 ans." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Store, ProfessionalService, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
By its own structured data it is a retail business.
The 6 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
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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 4/10, M.A.C. Guérard is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Quels services de machines à coudre offre M.A.C. Guérard?
Vente, location, réparation et entretien de machines à coudre industrielles et domestiques, toutes marques, partout au Québec. Une machine qui arrête, un appel, ça repart.01Vente, location et réparationVente et location de machines industrielles et domestiques, réparation et entretien, automatisation d'équipement.
Pourquoi confier vos machines à M.A.C. Guérard?
Depuis plus de 35 ans, nous réparons toutes les marques, du diagnostic à l'installation clé en main, et nous réalisons la conception et l'usinage sous le même toit. Vous évitez ainsi les temps d'arrêt, la multiplication des fournisseurs et les machines mal adaptées.
Quelles machines et pièces vendez-vous?
Machines industrielles et domestiques toutes marques et modèles, pièces et accessoires pour toutes les marques, incluant les machines plus anciennes.01Machines industriellesMachines à coudre industrielles toutes marques et modèles : point noué, surjeteuses, recouvreuses, double entraînement.
Is this your brand?
The exact fixes for M.A.C. Guérard
Which AI engines already crawl you
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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 October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/macguerard
Cite this score: Engagemii (2026). "AEO Score for M.A.C. Guérard." Retrieved from https://engagemii.com/aeo/brands/macguerard
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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