AI Visibility Scorecard
Carrefour de Liaison et d'Aide Multiethnique (CLAM)
leclam.com · Food & Beverage
Borderline visible. AI bots can crawl Carrefour de Liaison et d'Aide Multiethnique (CLAM), 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.
AI engines read this profile 1 times
Claude
#1,008,796 of 1,393,734 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Carrefour de Liaison et d'Aide Multiethnique (CLAM)
from our crawl and measurement
CLAM, based in Montreal, QC, describes itself simply: "Services d'aide à les nouveaux arrivants et immigrants dans vos démarches d'immigration au Québec. Assistance services for newcomers and immigrants in your immigration procedures in Quebec." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
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
Fair
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 3.7/10, Carrefour de Liaison et d'Aide Multiethnique (CLAM) is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Carrefour de Liaison et d'Aide Multiethnique (CLAM)
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Carrefour de Liaison et d'Aide Multiethnique (CLAM).
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leclam
Cite this score: Engagemii (2026). "AEO Score for Carrefour de Liaison et d'Aide Multiethnique (CLAM)." Retrieved from https://engagemii.com/aeo/brands/leclam
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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