AI Visibility Scorecard
CafeB2B
micro-marche.com · Food & Beverage
Borderline visible. AI bots can crawl CafeB2B, 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 2 times
Claude
#1,122,025 of 1,393,482 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About CafeB2B
from our crawl and measurement
CafeB2B is a Longueuil, QC business whose own site puts it this way: "Solutions complètes et sur mesure pour le Café, Distributrice et Micro-Marché au travail. Équipement, Installation, Approvisonnement et Service Technique Inclus - À partir de...." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.4/10, CafeB2B is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CafeB2B
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CafeB2B.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/micro-marche
Cite this score: Engagemii (2026). "AEO Score for CafeB2B." Retrieved from https://engagemii.com/aeo/brands/micro-marche
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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