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AI Visibility Scorecard
Total Mechanical Systems
ct-plumber.com · Finance & Insurance
Somewhat visible. AI bots can read Total Mechanical Systems, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#185,328 of 741,567 in Finance & Insurance for AI visibility
5.1
/10
AEO Score
About Total Mechanical Systems
from our crawl and measurement
Air Conditioning, Plumbing & Electrical in Connecticut, based in Plainville, Connecticut, describes itself simply: "We're your premier, heating, air conditioning, air quality, plumbing and electrical services provider for Plainville and surrounding Connecticut areas." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (Place, HVACBusiness, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
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
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
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 5.1/10, Total Mechanical Systems has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Total Mechanical Systems
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Total Mechanical Systems.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ct-plumber
Cite this score: Engagemii (2026). "AEO Score for Total Mechanical Systems." Retrieved from https://engagemii.com/aeo/brands/ct-plumber
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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