AI Visibility Scorecard
Cooler By Design®
mp-howden.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Cooler By Design®, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Apple Intelligence · Claude
#61,632 of 267,978 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Cooler By Design®
from mp-howden.com
Chart Industries (NYSE: GTLS) provides services and equipment for cryogenic liquefaction of gases such as Hydrogen, LNG, Argon, Nitrogen, and Oxygen.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 5.3/10, Cooler By Design® has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cooler By Design®
Which AI engines already crawl you
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mp-howden
Cite this score: Engagemii (2026). "AEO Score for Cooler By Design®." Retrieved from https://engagemii.com/aeo/brands/mp-howden
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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