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AI Visibility Scorecard
Harlen Johnson HVAC, Plumbing & Electrical
northtxair.com · consumer services
Somewhat visible. AI bots can read Harlen Johnson HVAC, Plumbing & Electrical, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#99,072 of 791,161 in Home & Living for AI visibility
5.6
/10
AEO Score
About Harlen Johnson HVAC, Plumbing & Electrical
from our crawl and measurement
"Harlen Johnson HVAC, Plumbing & Electrical is a Dallas, TX home service company providing HVAC, air conditioning, heating, plumbing, electrical, sewer and drain, ductless, indoor air." That is how Harlen Johnson HVAC, Plumbing & Electrical of Dallas, TX introduces itself. Its AI visibility score is 5.6 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 structured data describing the business, a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is credibility markers like credentials or reviews.
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.
It does link out to several social profiles, which helps engines tie the brand together. By its own structured data it is a electrical business.
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
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 5.6/10, Harlen Johnson HVAC, Plumbing & Electrical has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Harlen Johnson HVAC, Plumbing & Electrical
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/northtxair
Cite this score: Engagemii (2026). "AEO Score for Harlen Johnson HVAC, Plumbing & Electrical." Retrieved from https://engagemii.com/aeo/brands/northtxair
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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