AI Visibility Scorecard
Quality Service, Inc. Heat and Air Conditioning, Repair, and Installation.
qualityserviceinc.com · Home & Living
Borderline visible. AI bots can crawl Quality Service, Inc. Heat and Air Conditioning, Repair, and Installation., but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude · Meta AI
#219,242 of 1,376,230 in Home & Living for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 93% of Home & Living companies
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Quality Service, Inc. Heat and Air Conditioning, Repair, and Installation.
from our crawl and measurement
Quality Service, Inc. Heat and Air Conditioning, Repair, and Installation. describes itself simply: "The Man From Trane Heat and Air Conditioning, providing the highest quality repair, and installation of your air conditioning and heating system." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
Fair
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 4/10, Quality Service, Inc. Heat and Air Conditioning, Repair, and Installation. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Quality Service, Inc. Heat and Air Conditioning, Repair, and Installation.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qualityserviceinc
Cite this score: Engagemii (2026). "AEO Score for Quality Service, Inc. Heat and Air Conditioning, Repair, and Installation.." Retrieved from https://engagemii.com/aeo/brands/qualityserviceinc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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