AI Visibility Scorecard
· Technology
At 2.50/10, Radiant Cooling Design is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
30
AI Naming Predictability
iRarely named · 30/100
Technology average 28
Top 23% of Technology
See what's behind this score →2.50
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
Radiant Cooling Design describes itself simply: "Rely on Messana Radiant Cooling for expert hydronic system design, training, and support. Your comfort, our decade of expertise." When AI engines look at it, they find little to work with. It scores 2.50 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.50/10, Radiant Cooling Design is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What is a Radiant Floor?
A radiant floor is a type of heating and cooling system that uses the surface area of the floor to transfer thermal energy to or from the objects in a room through radiation. Radiant floors can be electric (heating only) or hydronic (heating and cooling). mControls can manage both types of radiant floors to maximize occupant comfort. Close
What is a Hydronic Fan Coil?
A hydronic fan coil is a type of heating and cooling system that uses hot or chilled water to control the temperature of a room. It consists of a heat exchanger, a fan, and a coil, and is typically installed within the wall, ceiling, or floor.
What is Condensation?
Condensation forms on cold surfaces when the air surrounding the surface is humid and the surface temperature drops below the dew point temperature of the air. mSense room comfort sensors continuously monitor the dew point in each room and Messana Controls ensure that the radiant ceiling or floor surface temperature never falls below the dew point to avoid condensation. Close
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The exact fixes for Radiant Cooling Design
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/activeceiling
Cite this score: Engagemii (2026). "AEO Score for Radiant Cooling Design." Retrieved from https://engagemii.com/aeo/brands/activeceiling
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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