AI Visibility Scorecard
cold32.org · Education
Borderline visible. AI bots can crawl Keeping Warm Without Extreme Bundling -- Home Page -- Cold32.com, 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 7 times
Claude · Meta AI · ShapBot
#501,414 of 937,459 in Education for AI visibility
?
AI Naming Predictability
iNot yet computed
5
AEO Visibility
iBorderline · 4.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Cold32 is a business whose own site puts it this way: "Warm up in smarter clothes in deep winter even with less clothing and, in cool fall and spring, wear less. People often bundle up too much." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
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.
How the web signals your brand to AI
Backlinks
Good
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.
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 4.6/10, Keeping Warm Without Extreme Bundling -- Home Page -- Cold32.com is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Keeping Warm Without Extreme Bundling -- Home Page -- Cold32.com
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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 Keeping Warm Without Extreme Bundling -- Home Page -- Cold32.com.
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cold32-org
Cite this score: Engagemii (2026). "AEO Score for Keeping Warm Without Extreme Bundling -- Home Page -- Cold32.com." Retrieved from https://engagemii.com/aeo/brands/cold32-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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