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AI Visibility Scorecard
HVAC & Refrigeration Services
kirkmechanical.com · Home & Living
Somewhat visible. AI bots can read HVAC & Refrigeration Services, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#209,199 of 805,098 in Home & Living for AI visibility
5.1
/10
AEO Score
About HVAC & Refrigeration Services
from our crawl and measurement
"Kirk Mechanical offers HVAC and refrigeration in Milton, VT. Call (802) 318-2292 today to schedule service with a trusted local expert." That is how HVAC & Refrigeration Services of Milton, VT introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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, HVAC & Refrigeration Services has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for HVAC & Refrigeration Services
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Buying a Sofa Online Is Terrifying. Here's How AI Is Fixing That.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kirkmechanical
Cite this score: Engagemii (2026). "AEO Score for HVAC & Refrigeration Services." Retrieved from https://engagemii.com/aeo/brands/kirkmechanical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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