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AI Visibility Scorecard
CMS Mechanical Services, Inc | Plumbing Services Denton TX CloseClose
cmsmechanicalservices.net · Home & Living
Somewhat visible. AI bots can read CMS Mechanical Services, Inc | Plumbing Services Denton TX CloseClose, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#195,947 of 1,217,362 in Home & Living for AI visibility
5.4
/10
AEO Score
About CMS Mechanical Services, Inc | Plumbing Services Denton TX CloseClose
from our crawl and measurement
CMS Mechanical Services, Inc is a business whose own site puts it this way: "We offer HVAC services. Plumbing services. Electrical services. Construction services. Call us for a free estimate." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
9
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 5.4/10, CMS Mechanical Services, Inc | Plumbing Services Denton TX CloseClose has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmsmechanicalservices-net
Cite this score: Engagemii (2026). "AEO Score for CMS Mechanical Services, Inc | Plumbing Services Denton TX CloseClose." Retrieved from https://engagemii.com/aeo/brands/cmsmechanicalservices-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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