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AI Visibility Scorecard
hvacreception.com · Home & Living
At 2.4/10, HVACReception 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.
AI engines read this profile 2 times
Claude · Meta AI
#1,212,092 of 1,269,487 in Home & Living for AI visibility
2
AEO Visibility
iNear-invisible · 2.4/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
5
AI Adoption
iBasic · 5/100
from our crawl and measurement
"24/7 HVAC call answering and receptionist services for HVAC companies. AI-powered with human escalation." That is how HVACReception of Tampa, FL introduces itself. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (Organization, LocalBusiness, Service), a sitemap. What holds it back is what is absent, including an llms.txt file, a heading structure that lays out what it offers.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 2.4/10, HVACReception is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for HVACReception
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hvacreception
Cite this score: Engagemii (2026). "AEO Score for HVACReception." Retrieved from https://engagemii.com/aeo/brands/hvacreception
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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