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AI Visibility Scorecard
ars.com · Home & Living
Somewhat visible. AI bots can read HVAC, Air Conditioning, Heating, and Plumbing Service Near Me, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 66 times
ChatGPT · Claude · Meta AI · Perplexity
#515 of 1,217,909 in Home & Living for AI visibility
6.9
/10
AEO Score
from our crawl and measurement
"Expert heating, cooling, plumbing, and electrical services nationwide. Available 24/7 with our Exceptional Service Guarantee." That is how HVAC, Air Conditioning, Heating, and Plumbing Service Near Me of Memphis, TN introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, OfferCatalog), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 65 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and GPTBot (ChatGPT).
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.9/10, HVAC, Air Conditioning, Heating, and Plumbing Service Near Me has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for HVAC, Air Conditioning, Heating, and Plumbing Service Near Me
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Buying furniture online requires a leap of faith that most people aren't prepared to make.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ars
Cite this score: Engagemii (2026). "AEO Score for HVAC, Air Conditioning, Heating, and Plumbing Service Near Me." Retrieved from https://engagemii.com/aeo/brands/ars
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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