AI Visibility Scorecard
Kooler Ice Vending Machines - Earn Extra Income with No Staff Required
coolerice.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Kooler Ice Vending Machines - Earn Extra Income with No Staff Required, 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 7 times
Meta AI · Claude · Apple Intelligence · Perplexity
#20,221 of 270,169 in Manufacturing & Industrial for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Manufacturing & Industrial average 14
Top 31% of Manufacturing & Industrial
See what's behind this score →4
AEO Visibility
iBorderline · 4.2/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
Manufacturing & Industrial average 0.0
0 relationships · Manufacturing & Industrial average 2
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Manufacturing & Industrial average 18
See what's behind this score →4
About Kooler Ice Vending Machines - Earn Extra Income with No Staff Required
from our crawl and measurement
Kooler Ice Vending Machines describes itself simply: "Kooler Ice is a U.S.-based manufacturer of fully automated ice and water vending machines designed for outdoor, unattended retail locations." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
- Company ·
- Kooler Ice Vending Machines - Earn Extra Income with No Staff Required
- Website ·
- coolerice.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Byron, GA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 4.2/10, Kooler Ice Vending Machines - Earn Extra Income with No Staff Required is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are Kooler Ice Vending Machines Certified?
When buying an ice and water vending machine, certification is crucial—especially for permitting. All Kooler Ice Machines are NAMA Certified for sanitation and safety, UL listed (entire machine), ADA Compliant, and meet California’s CTEP standards.
Is this your brand?
The exact fixes for Kooler Ice Vending Machines - Earn Extra Income with No Staff Required
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/coolerice
Cite this score: Engagemii (2026). "AEO Score for Kooler Ice Vending Machines - Earn Extra Income with No Staff Required." Retrieved from https://engagemii.com/aeo/brands/coolerice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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