▲ 0.9 since Jul 2026
#61,679 OF 207,382 IN BEAUTY & PERSONAL CARE
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AI Visibility Scorecard
COLDFRONT
getcoldfront.com · Beauty & Personal Care
Borderline visible. AI bots can crawl COLDFRONT, 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
#61,679 of 207,382 in Beauty & Personal Care for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About COLDFRONT
from our crawl and measurement
COLDFRONT describes itself simply: "Industrial-grade cold chain packaging. Insulated boxes, liners, and mailers for pharma, confectionery, perishables, and cosmetics." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
The site does the on-page work well, with structured data on the page (Organization), an llms.txt file for AI models, a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
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 4.9/10, COLDFRONT is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
WHAT IS COLD CHAIN?
Cold chain is the unbroken series of refrigerated storage and distribution activities that maintain a product within a specified temperature range from origin to destination. If any link in the chain breaks — even briefly — product integrity is compromised. Every year, billions of dollars in perishable goods are lost to cold chain failures.
Is this your brand?
The exact fixes for COLDFRONT
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for COLDFRONT.
Source & Attribution
Scored by Engagemii on September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getcoldfront
Cite this score: Engagemii (2026). "AEO Score for COLDFRONT." Retrieved from https://engagemii.com/aeo/brands/getcoldfront
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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