AI Visibility Scorecard
QM Distribution - Vending in Canada
distributionqm.com · Education
Borderline visible. AI bots can crawl QM Distribution - Vending in Canada, 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 3 times
Meta AI · Claude
#749,769 of 936,925 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
8
AI Adoption
iBasic · 8/100
About QM Distribution - Vending in Canada
from our crawl and measurement
"Professional vending machines at wholesale prices. Large selection of new and used vending machines for sale: combo, pop, snack, coffee, food, custom vending machines." That is how QM Distribution introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness). 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
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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 3.8/10, QM Distribution - Vending in Canada is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for QM Distribution - Vending in Canada
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/distributionqm
Cite this score: Engagemii (2026). "AEO Score for QM Distribution - Vending in Canada." Retrieved from https://engagemii.com/aeo/brands/distributionqm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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