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AI Visibility Scorecard
HVAC
tempstar.com · construction
Somewhat visible. AI bots can read HVAC, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#3,568 of 686,524 in Home & Living for AI visibility
6.5
/10
AEO Score
About HVAC
from tempstar.com
Tempstar® heating and cooling takes pride in delivering high efficiency and innovative design that exceeds your expectations for comfort every hour, every season.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
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 6.5/10, HVAC 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
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 July 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tempstar
Cite this score: Engagemii (2026). "AEO Score for HVAC." Retrieved from https://engagemii.com/aeo/brands/tempstar
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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