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AI Visibility Scorecard
autohvacpro.com Β· Home & Living
At 2.6/10, Auto HVACPro is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,169,160 of 1,239,507 in Home & Living for AI visibility
2.6
/10
AEO Score
from our crawl and measurement
"Auto HVACPro provides AI caller agent technology for HVAC contractors. Our 24/7 automated phone answering service books appointments, handles emergencies, and sounds 100% human, so you." That is how AI Caller Agent for HVAC Companies introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.3 out of 10.
Our crawl found structured data on the page (ProfessionalService, SoftwareApplication, FAQPage) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
Higher is better Β· 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 2.6/10, Auto HVACPro is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Auto HVACPro
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/autohvacpro
Cite this score: Engagemii (2026). "AEO Score for Auto HVACPro." Retrieved from https://engagemii.com/aeo/brands/autohvacpro
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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