AI Visibility Scorecard
mncoldstorage.com
mncoldstorage.com · Manufacturing & Industrial
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence · Parallel
86
AI Naming Predictability
iNamed sometimes · 86/100
Manufacturing & Industrial average 14
Top 1% of Manufacturing & Industrial
See what's behind this score →?
AEO Visibility
iNot scored · -/10
Manufacturing & Industrial average 2.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Manufacturing & Industrial average 18
See what's behind this score →0
About mncoldstorage.com
from our crawl and measurement
mncoldstorage.com is a St. Paul, MN business whose own site puts it this way: "Minnesota Ice Cold Storage - cold storage in Minnesota, St. Paul, and the Twin Cities. Minnesota Ice is known as the world’s largest manufacturer of sculpture-grade ice and as the Midwest." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
- Company ·
- mncoldstorage.com
- Website ·
- mncoldstorage.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Paul, MN
- Site status ·
- Not verified
- Last scored ·
- Aug 7, 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
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
-
Not yet measured.
Domain Authority
-
Not yet measured.
Reference Presence
-
Not yet measured.
News & Press
-
Not yet measured.
Community
-
Not yet measured.
Social Mentions
-
Not yet measured.
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.
What is AEO? The beginner's guide to Answer Engine Optimization
ChatGPT is now one of the places people start a search. Google's AI Overviews are showing up on millions of searches. Claude is running research for entire teams. The question isn't whether AI will shape how people find information. It already has.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for mncoldstorage.com.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mncoldstorage
Cite this score: Engagemii (2026). "AEO Score for mncoldstorage.com." Retrieved from https://engagemii.com/aeo/brands/mncoldstorage
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform