AI Visibility Scorecard
Ghost Ice System
ghosticesystem.com · Food & Beverage
At 2.69/10, Ghost Ice System is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 6 times
Claude · Meta AI · Apple Intelligence · Parallel
Top 25% in Food & Beverage for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Food & Beverage average 12
Top 45% of Food & Beverage
See what's behind this score →2.69
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Food & Beverage average 18
See what's behind this score →0
About Ghost Ice System
from our crawl and measurement
"Endless clear ice at your fingertips. Simplify your ice program, and make crystal clear ice in volume with just tap water." That is how Ghost Ice System introduces itself. When AI engines look at it, they find little to work with. It scores 2.69 out of 10.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and a few credibility markers. What holds it back is structured data describing the business.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.
The business dates to 2021.
- Company ·
- Ghost Ice System
- Website ·
- ghosticesystem.com
- Industry ·
- Food & Beverage
- Location ·
- Los Angeles, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 2.69/10, Ghost Ice System is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
IS GHOST ICE?
Ghost Ice is clear ice made from our directional freezing trays. Our trays are made to be EXTREMELY DURABLE, and EXTRA LARGE, with quality and quantity at the forefront. Ghost Ice trays were designed for busy bars that would like to make batches of clear ice in their own walk-in or chest freezer. It was designed by a bartender, with owners, bartenders, and bar backs in mind.
DOES GHOST ICE WORK?
For Detailed Instructions Ghost Ice is made using the Directional Freezing Method. This process mimics how lakes freeze, insulated on all sides except the top. During this process, the water freezes from the top down slowly, freezing only the most pure water first, then pushing all air and other impurities towards the bottom creating a big block of ice that is half clear half cloudy.
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.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ghosticesystem
Cite this score: Engagemii (2026). "AEO Score for Ghost Ice System." Retrieved from https://engagemii.com/aeo/brands/ghosticesystem
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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