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AI Visibility Scorecard
The Heat Engineering Co.
heatengineering.com · Home & Living
Somewhat visible. AI bots can read The Heat Engineering Co., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#52,267 of 1,217,362 in Home & Living for AI visibility
6
/10
AEO Score
About The Heat Engineering Co.
from our crawl and measurement
The Heat Engineering Co. is a Countryside, IL, United States business whose own site puts it this way: "The Heat Engineering Co. is a local, family owned HVAC company operating since 1948. We offer HVAC service, repairs, maintenance, installation and sales on all types of heating, cooling." Its AI visibility score is 6.0 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 (Place, LocalBusiness, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
8
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
5
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 6/10, The Heat Engineering Co. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Heat Engineering Co.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/heatengineering
Cite this score: Engagemii (2026). "AEO Score for The Heat Engineering Co.." Retrieved from https://engagemii.com/aeo/brands/heatengineering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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