AI Visibility Scorecard
Commercial HVAC Mechanical Contractors | ICOM Mechanical
icominc.com · Home & Living
Borderline visible. AI bots can crawl Commercial HVAC Mechanical Contractors | ICOM Mechanical, 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 2 times
Meta AI · Claude
#28,515 of 1,376,760 in Home & Living for AI visibility
2
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Commercial HVAC Mechanical Contractors | ICOM Mechanical
from our crawl and measurement
icominc describes itself simply: "ICOM Mechanical serves the Bay Area of California. We are a commercial HVAC contractor that can design, build, and install systems in large and small buildings." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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.
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 4.2/10, Commercial HVAC Mechanical Contractors | ICOM Mechanical is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Commercial HVAC Mechanical Contractors | ICOM Mechanical
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/icominc
Cite this score: Engagemii (2026). "AEO Score for Commercial HVAC Mechanical Contractors | ICOM Mechanical." Retrieved from https://engagemii.com/aeo/brands/icominc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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