AI Visibility Scorecard
Clearly Frozen
clearlyfrozen.com · Food & Beverage
Somewhat visible. AI bots can read Clearly Frozen, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Apple Intelligence · Claude
#249,320 of 1,393,780 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Clearly Frozen
from our crawl and measurement
Clearly Frozen describes itself simply: "<p>Simple and easy-to-use high capacity ClearlyFrozen ice tray/ice maker employs directional freezing to create ten 2 glass-like artisanal ice cubes overnight with tap water in an." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (WebSite, LocalBusiness) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
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
Good
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
Strong
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.
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 5.2/10, Clearly Frozen has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
HOW DOES IT WORK?
Ice produced in regular ice trays and ice makers freezes from all sides, trapping a “cloud” of dissolved air, minerals and other impurities in the center. In order to have perfect cloud-free ice cubes you need to carefully control how the water freezes. When a lake freezes in winter, ice first forms at the surface and then continues freezing top-to-bottom, because the lake is insulated by the earth surrounding it.
why clearlyfrozen?
Getting big clear ice cubes can be a hassle and/or an ongoing significant cost. There are clear ice-making machines that are bulky and temperamental, take up a lot of space, use a lot of electricity and can cost thousands of dollars. In the alternative, you can buy a big block of sculpture ice - maybe $80 to $100 - and cut it up by hand.
Is this your brand?
The exact fixes for Clearly Frozen
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clearlyfrozen
Cite this score: Engagemii (2026). "AEO Score for Clearly Frozen." Retrieved from https://engagemii.com/aeo/brands/clearlyfrozen
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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