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Commercial HVAC, Mechanical & Plumbing
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
#178,126 of 606,423 in Home & Living for AI visibility
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. Two-thirds of websites are invisible to them. Commercial HVAC, Mechanical & Plumbing just got measured.
5/10 means Commercial HVAC, Mechanical & Plumbing is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Commercial HVAC, Mechanical & Plumbing
LL Mechanical Services - commercial HVAC, mechanical, and plumbing service and construction across the greater Philadelphia region.
Key Topics
Details
Industry: Home & Living
ll-ms.comAI Visibility Breakdown
1
Structured Data
6
Content Structure
7
Entity Clarity
6
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on July 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ll-ms
Cite this score: Engagemii (2026). "AEO Score for Commercial HVAC, Mechanical & Plumbing." Retrieved from https://engagemii.com/aeo/brands/ll-ms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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