AI Visibility Scorecard
FIRME
firme.ca · Food & Beverage
Borderline visible. AI bots can crawl FIRME, 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
#120,103 of 1,391,349 in Food & Beverage for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Food & Beverage average 12
Top 97% of Food & Beverage
See what's behind this score →4.2
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →90
Muse Index Score
iAI agent readiness
Transactable · 90/100
Food & Beverage average 18
See what's behind this score →0
About FIRME
from our crawl and measurement
"FIRME est un outil québécois de diagnostic de croissance gratuit pour les PME. Il combine des données publiques vérifiées et l’intelligence artificielle pour analyser l’entreprise, ses." That is how FIRME of Québec, QC introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite, Service), an llms.txt file for AI models and a sitemap.
- Company ·
- FIRME
- Website ·
- firme.ca
- Industry ·
- Food & Beverage
- Location ·
- QuéBec, QC
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 3, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
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
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 read your site and name it in answers. At 4.2/10, FIRME is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Comment fonctionne le diagnostic de croissance FIRME ?
Le diagnostic se fait en ligne, en 8 étapes courtes. Vous donnez le nom de votre entreprise, votre ville et votre objectif. FIRME cherche ensuite les données publiques qui vous concernent, puis vous pose quelques questions simples sur votre marketing et vos ventes. Votre profil vérifié : coordonnées, fiche d’établissement, avis et réseaux sociaux trouvés en ligne.
Is this your brand?
The exact fixes for FIRME
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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 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/firme-ca
Cite this score: Engagemii (2026). "AEO Score for FIRME." Retrieved from https://engagemii.com/aeo/brands/firme-ca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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