AI Visibility Scorecard
ColdGrown
coldgrown.com · E-commerce
Borderline visible. AI bots can crawl ColdGrown, 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
#342,339 of 736,354 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About ColdGrown
from our crawl and measurement
ColdGrown describes itself simply: "ColdGrown ColdGrown Bag (0) 0 Lang ColdGrown LIMITED PRE-ORDERPremium Handcrafted Collector Keycaps Pre-Order & Shipping Process Handcrafted Quality Every set is handcrafted from dozens of." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
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 4.6/10, ColdGrown is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why is this a pre-order?
Every set is handcrafted from multiple individually finished parts. Each component is printed, polished, painted, assembled and thoroughly tested by hand. This process takes time and allows us to maintain the highest quality instead of mass-producing the keycaps.
How does the RGB lighting work?
Each keycap features a custom internal light-guiding structure that channels your keyboard's RGB lighting through the sculpture, creating the signature glowing effect. No batteries or additional electronics are required.
What is included in the box?
Each set includes three artisan keycaps (head, left shoulder and right shoulder) that assemble into one complete display piece on your keyboard. Depending on the pre-order period, your order may also include exclusive early supporter bonuses (available for orders before september). Drop Us A Line We’re happy to answer any questions you have or provide you with an estimate.
Is this your brand?
The exact fixes for ColdGrown
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 ColdGrown.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coldgrown
Cite this score: Engagemii (2026). "AEO Score for ColdGrown." Retrieved from https://engagemii.com/aeo/brands/coldgrown
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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