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AI Visibility Scorecard
MasterTech Plumbing, Heating and Cooling
mastertechplumbing.com · computer & network security
Somewhat visible. AI bots can read MasterTech Plumbing, Heating and Cooling, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#14,733 of 781,213 in Home & Living for AI visibility
6.3
/10
AEO Score
About MasterTech Plumbing, Heating and Cooling
from our crawl and measurement
"MasterTech Plumbing, Heating and Cooling, your trusted source for top-notch plumbing, heating, and air conditioning services in Columbia, MO." That is how MasterTech Plumbing, Heating and Cooling of Columbia, MO introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
10
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
9
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 6.3/10, MasterTech Plumbing, Heating and Cooling has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for MasterTech Plumbing, Heating and Cooling
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mastertechplumbing
Cite this score: Engagemii (2026). "AEO Score for MasterTech Plumbing, Heating and Cooling." Retrieved from https://engagemii.com/aeo/brands/mastertechplumbing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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