AI Visibility Scorecard
madeoutofice.com · Food & Beverage
Borderline visible. AI bots can crawl MADE OUT OF ICE, 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
#1,369,568 of 1,392,203 in Food & Beverage for AI visibility
<1
3
AEO Visibility
iNear-invisible · 3.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
MADE OUT OF ICE describes itself simply: "我們一步一步研發調整品牌冰淇淋口味並將 赫雅德冰淇淋 更改為 55HYD冰淇淋 所有口味重新研發,帶入新意,也更換包裝設計,並配合新的國際代理商、台灣本土農會,在公司成立30年的此時依靠冰淇淋營生的我們,想用頂級、美味的產品來回饋我們的衣食父母,迎向本司的進化,是而成立 曳心食衣有限公司 。." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
The page falls short on a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
There is not much on the page to read either, about 26 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
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 3.4/10, MADE OUT OF ICE is crawlable but under-signaled - fixable, and the signals above are where to start.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/madeoutofice
Cite this score: Engagemii (2026). "AEO Score for MADE OUT OF ICE." Retrieved from https://engagemii.com/aeo/brands/madeoutofice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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