AI Visibility Scorecard
HeatGuy LLC
heatguyllc.com · Home & Living
Somewhat visible. AI bots can read HeatGuy LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude · Apple Intelligence
#343,981 of 1,375,122 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About HeatGuy LLC
from our crawl and measurement
HeatGuy LLC, based in Vancouver, WA, describes itself simply: "HeatGuy is Vancouver's top HVAC company. We install, repair and maintain air conditioners, heat pumps, & furnaces. Call 360-253-HVAC today!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and visible credibility markers. It is passable on some structured data, basic crawler access and partial sitemap and link coverage.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 5.2/10, HeatGuy LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for HeatGuy LLC
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/heatguyllc
Cite this score: Engagemii (2026). "AEO Score for HeatGuy LLC." Retrieved from https://engagemii.com/aeo/brands/heatguyllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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