AI Visibility Scorecard
Ice Cream Golem Limited - Art for Sophisticates
icg-ltd.com · Media & Entertainment
At 0.94/10, Ice Cream Golem Limited - Art for Sophisticates is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Content Structure, E-E-A-T Signals and Technical AEO. That is fixable, and the signals below show where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
3
AI Naming Predictability
iRarely named · 3/100
Media & Entertainment average 17
See what's behind this score →0.94
AEO Visibility
iNear-invisible · 0.94/10
Media & Entertainment average 2.0
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Media & Entertainment average 15
See what's behind this score →0
About Ice Cream Golem Limited - Art for Sophisticates
from our crawl and measurement
"Explore Ice Cream Golem Limited's exclusive collection of limited edition, hand-drawn vinyl art stickers. Unique designs available only at ICG-LTD.com." That is how Ice Cream Golem Limited - Art for Sophisticates introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 0.94 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
- Company ·
- Ice Cream Golem Limited - Art for Sophisticates
- Website ·
- icg-ltd.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Strong
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 0.94/10, Ice Cream Golem Limited - Art for Sophisticates is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Ice Cream Golem Limited - Art for Sophisticates.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/icg-ltd
Cite this score: Engagemii (2026). "AEO Score for Ice Cream Golem Limited - Art for Sophisticates." Retrieved from https://engagemii.com/aeo/brands/icg-ltd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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