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AI Visibility Scorecard
911 Mechanical
911mechanical.com · Home & Living
Somewhat visible. AI bots can read 911 Mechanical, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#19,625 of 790,277 in Home & Living for AI visibility
6.2
/10
AEO Score
About 911 Mechanical
from our crawl and measurement
911 Mechanical, based in Shelby Township, MI, describes itself simply: "Trusted HVAC contractor in Metro Detroit. 911 Mechanical provides 24/7 emergency heating, air conditioning repair, and installation. Get a free estimate today!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 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, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data.
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.
It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
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
10
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
8
Inbound links from other sites.
Domain Trust
1
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 6.2/10, 911 Mechanical has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for 911 Mechanical
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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/911mechanical
Cite this score: Engagemii (2026). "AEO Score for 911 Mechanical." Retrieved from https://engagemii.com/aeo/brands/911mechanical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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