AI Visibility Scorecard
Ice Machine Repair, Service and Parts in NY, NJ and CT
fixice.com · Food & Beverage
At 2.72/10, Ice Machine Repair, Service and Parts in NY, NJ and CT 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, E-E-A-T Signals and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 8 times
Claude · Meta AI · Parallel · Perplexity
Top 25% in Food & Beverage for AI visibility
30
AI Naming Predictability
iRarely named · 30/100
Food & Beverage average 12
Top 6% of Food & Beverage
See what's behind this score →2.72
-
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 →50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
Food & Beverage average 18
See what's behind this score →0
About Ice Machine Repair, Service and Parts in NY, NJ and CT
from our crawl and measurement
Ice Machine Repair, Service and Parts in NY, NJ and CT is a business whose own site puts it this way: "We offer repair, maintenance and installation services for ice cream machine, refrigeration and soda ice maker at the best price. Buy top brands ice machine parts." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.72 out of 10.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
- Company ·
- Ice Machine Repair, Service and Parts in NY, NJ and CT
- Website ·
- fixice.com
- Industry ·
- Food & Beverage
- 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
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 2.72/10, Ice Machine Repair, Service and Parts in NY, NJ and CT is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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/fixice
Cite this score: Engagemii (2026). "AEO Score for Ice Machine Repair, Service and Parts in NY, NJ and CT." Retrieved from https://engagemii.com/aeo/brands/fixice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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