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AI Visibility Scorecard
cmsor.com · Education
Borderline visible. AI bots can crawl Custom Mechanical Solutions | Premier provider of integrated HVAC solutions in the Pacific Northwest, 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 1 times
Claude
#749,900 of 915,342 in Education for AI visibility
3.6
/10
AEO Score
from our crawl and measurement
"Your building is unlike any other. We provide integrated solutions to meet your most demanding and unique requirements." That is how Home introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Our crawl found structured data on the page (BreadcrumbList, LocalBusiness, Organization) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
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.
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 3.6/10, Custom Mechanical Solutions | Premier provider of integrated HVAC solutions in the Pacific Northwest is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Custom Mechanical Solutions | Premier provider of integrated HVAC solutions in the Pacific Northwest
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Custom Mechanical Solutions | Premier provider of integrated HVAC solutions in the Pacific Northwest.
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmsor
Cite this score: Engagemii (2026). "AEO Score for Custom Mechanical Solutions | Premier provider of integrated HVAC solutions in the Pacific Northwest." Retrieved from https://engagemii.com/aeo/brands/cmsor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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