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AI Visibility Scorecard
MBTEK
mbtek.com · Technology
Somewhat visible. AI bots can read MBTEK, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#885,703 of 2,836,849 in Technology for AI visibility
5.1
/10
AEO Score
About MBTEK
from our crawl and measurement
MBTEK is a Fort McMurray, Alberta business whose own site puts it this way: "Shop heat pumps, wood & pellet boilers, fan coil units, ERV ventilation, water tanks & thermostats. Complete HVAC systems for homes & commercial buildings." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 5.1/10, MBTEK has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MBTEK
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbtek
Cite this score: Engagemii (2026). "AEO Score for MBTEK." Retrieved from https://engagemii.com/aeo/brands/mbtek
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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