AI Visibility Scorecard
Commercial Refrigeration Equipment | MTL COOL
fenyxtechsolutions.com · E-commerce
Borderline visible. AI bots can crawl Commercial Refrigeration Equipment | MTL COOL, 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
#453,084 of 737,708 in E-commerce for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Commercial Refrigeration Equipment | MTL COOL
from our crawl and measurement
"MTL COOL has the solution to equip you with refrigeration. Made in Canada and distributed throughout North America, trust the experience of our team." That is how Commercial Refrigeration Equipment 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 (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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 4.2/10, Commercial Refrigeration Equipment | MTL COOL is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to improve the in-store product experience?
0 CommentsIn the age of e-commerce, retail has undergone many significant changes in recent years. Retailers and food-centric brands have no choice but to reinvent themselves, learning to craft a whole new way of making the in-store experience worthwhile. The straight facts: if... read more THE NEWS OF MTL COOL
Is this your brand?
The exact fixes for Commercial Refrigeration Equipment | MTL COOL
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fenyxtechsolutions
Cite this score: Engagemii (2026). "AEO Score for Commercial Refrigeration Equipment | MTL COOL." Retrieved from https://engagemii.com/aeo/brands/fenyxtechsolutions
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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