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AI Visibility Scorecard
The Ice Sack
theicesack.com · Technology
Borderline visible. AI bots can crawl The Ice Sack, 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
#1,937,874 of 2,623,328 in Technology for AI visibility
3.8
/10
AEO Score
About The Ice Sack
from our crawl and measurement
The Ice Sack is a business whose own site puts it this way: "Full-body dry cold containment system. No water, no tub. 9-minute Neuropause Protocol. Engineered for repeatability with Hex-Grid Dry Cold Tech and Pack Flat Architecture." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found structured data on the page (Product), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.8/10, The Ice Sack is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Ice Sack
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theicesack
Cite this score: Engagemii (2026). "AEO Score for The Ice Sack." Retrieved from https://engagemii.com/aeo/brands/theicesack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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