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AI Visibility Scorecard
Chartrand Mechanical Services
chartrandmech.ca · facilities services
At 2.8/10, Chartrand Mechanical Services is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,532,457 of 1,737,012 in Food & Beverage for AI visibility
2.8
/10
AEO Score
About Chartrand Mechanical Services
from our crawl and measurement
Chartrand Mechanical Services is a business whose own site puts it this way: "Heating Cooling Electrical About our company We are family owned and operated and provide service throughout the Eastern Ontario region." As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, a heading structure that lays out what it offers, sitemaps and entity links AI can follow, which are the first things an answer engine looks for.
The wider web has little to say about it yet: the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. Those signals cannot be fixed on the page, they have to be earned.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.8/10, Chartrand Mechanical Services is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Chartrand Mechanical Services
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/chartrandmech-ca
Cite this score: Engagemii (2026). "AEO Score for Chartrand Mechanical Services." Retrieved from https://engagemii.com/aeo/brands/chartrandmech-ca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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