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AI Visibility Scorecard
Plumbing & HVAC Solutions | MAC Services (574) 360
macservicesphvacr.com · construction
Somewhat visible. AI bots can read Plumbing & HVAC Solutions | MAC Services (574) 360, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#425,642 of 1,712,910 in Food & Beverage for AI visibility
5.1
/10
AEO Score
About Plumbing & HVAC Solutions | MAC Services (574) 360
from our crawl and measurement
"MAC Services is Northern Indiana's trusted plumbing, heating, air conditioning, boiler, and commercial refrigeration company." That is how Plumbing & HVAC Solutions introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, visible credibility markers and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, 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. None of that can be fixed on the page: it has to be earned.
The business dates to 2017.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
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, Plumbing & HVAC Solutions | MAC Services (574) 360 has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Plumbing & HVAC Solutions | MAC Services (574) 360
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Plumbing & HVAC Solutions | MAC Services (574) 360.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/macservicesphvacr
Cite this score: Engagemii (2026). "AEO Score for Plumbing & HVAC Solutions | MAC Services (574) 360." Retrieved from https://engagemii.com/aeo/brands/macservicesphvacr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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