AI Visibility Scorecard
CAL Geothermal Refri
calch.ca · Home & Living
Borderline visible. AI bots can crawl CAL Geothermal Refri, 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 1 times
Claude
#227,454 of 1,378,178 in Home & Living for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Home & Living average 5
Top 51% of Home & Living
See what's behind this score →4
-
10
Muse Index Score
iAI agent readiness
Basic · 10/100
Home & Living average 21
See what's behind this score →0
0
About CAL Geothermal Refri
from our crawl and measurement
HVAC Company In Kamloops, BC is a business whose own site puts it this way: "CAL Geothermal Refrigeration & Heating in Kamloops, BC, offers refrigeration, geothermal systems, gas fitting, & HVAC services. For more information, call us." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
- Company ·
- CAL Geothermal Refri
- Website ·
- calch.ca
- Industry ·
- Home & Living
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 10, 2026
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 read your site and name it in answers. At 4/10, CAL Geothermal Refri is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Us?
Refrigeration Contractor TSBC Licence # LBP0209110 Gas Contractor TSBC Licence # LGA0209142 We take a lot of pride in our work and work dedicatedly on every project. We are personable with our clients and treat them like people, not a number. We are passionate about our job and feel strongly about the impression we leave with people and the service we provide.
Is this your brand?
The exact fixes for CAL Geothermal Refri
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/calch-ca
Cite this score: Engagemii (2026). "AEO Score for CAL Geothermal Refri." Retrieved from https://engagemii.com/aeo/brands/calch-ca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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