AI Visibility Scorecard
JM Heating and Cooling
jmheatingco.com · Home & Living
Borderline visible. AI bots can crawl JM Heating and Cooling, 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 3 times
Claude · Meta AI · Perplexity
#574,456 of 1,375,001 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About JM Heating and Cooling
from our crawl and measurement
JM Heating and Cooling is a Fort Collins business whose own site puts it this way: "JM Heating and Cooling in Fort Collins offers expert HVAC services. For years, we have provided reliable HVAC!." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found structured data on the page (HomeAndConstructionBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Strong
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 4.8/10, JM Heating and Cooling is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for JM Heating and Cooling
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 August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jmheatingco
Cite this score: Engagemii (2026). "AEO Score for JM Heating and Cooling." Retrieved from https://engagemii.com/aeo/brands/jmheatingco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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