AI Visibility Scorecard
fromwarmth.com · Other
Borderline visible. AI bots can crawl from warmth, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
from warmth is a business whose own site puts it this way: "A collection of visual artifacts preserved in old books, examining how knowledge was historically shaped, structured, and imagined through visual form." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
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.
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 4/10, from warmth is crawlable but under-signaled - fixable, and the signals above are where to start.
Why from warmth?
I create from warmth. Made in fire. Held close to heat, turned slowly, watched. Glass moves when it's ready. You learn to follow. So each piece becomes its own.我從溫暖中創作。每一件作品皆在火中誕生——靠近熱源、緩緩旋轉、靜心觀察。玻璃是無法強求的,它只在準備好的那一刻流動;你必須學會跟隨。擁抱這份溫熱,是為了在機械時代重拾人手的溫度。這是一種工藝的誠信,回應了現代生活的數位冰冷。
Is this your brand?
The exact fixes for from warmth
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 from warmth.
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fromwarmth
Cite this score: Engagemii (2026). "AEO Score for from warmth." Retrieved from https://engagemii.com/aeo/brands/fromwarmth
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform