AI Visibility Scorecard
umcontractors.com · Home & Living
Borderline visible. AI bots can crawl United Mechanical Contractors, Inc., but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 5 times
Claude · ChatGPT · Apple Intelligence · Perplexity
#220,356 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
United Mechanical Contractors, Inc. is a Simi Valley, CA business whose own site puts it this way: "General contractor specializing in HVAC, serving Southern California. Union-affiliated, with extensive experience on schools, hospitals, airports, laboratories, clean rooms, and water." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (GeneralContractor, HVACBusiness, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 4/10, United Mechanical Contractors, Inc. is crawlable but under-signaled - fixable, and the signals above are where to start.
What areas does United Mechanical Contractors serve?
We serve Los Angeles County, Ventura County, Santa Barbara, Riverside, Orange County, and surrounding areas of Southern California from our office in Simi Valley, CA.
Is United Mechanical Contractors a licensed contractor?
Yes. We hold an active California contractor license, #759496, covering B (General Building) and C-20 (Warm Air Heating, Ventilating and Air Conditioning). We are also DIR registered, #1000004362.
What types of HVAC and mechanical projects do you handle?
As a general contractor specializing in HVAC, we handle commercial HVAC and mechanical work for schools, hospitals, airports, government buildings, laboratories, clean rooms, and water treatment plants. Our capabilities include design build, engineering, sheet metal fabrication, HAZMAT, abatement, and BIM.
Is United Mechanical Contractors a union company?
Yes. We are affiliated with SMART Local Union 105 (Sheet Metal Workers, Los Angeles), SMART Local Union 104 (Ventura County), and Painters and Allied Trades Local Union 36 (Los Angeles).
What is your safety record?
We maintain a .84 Experience Modification Rate (EMR), which is below the 1.0 industry baseline and reflects a strong safety record. We hold weekly safety meetings and provide Job Hazard Analyses (JHAs) on our projects.
How can I contact United Mechanical Contractors for a bid or project?
You can reach us by phone at (805) 583-1010, or visit us at 794 E. Los Angeles Ave., Simi Valley, CA 93065. We are available by phone, email, and text message.
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/umcontractors
Cite this score: Engagemii (2026). "AEO Score for United Mechanical Contractors, Inc.." Retrieved from https://engagemii.com/aeo/brands/umcontractors
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