AI Visibility Scorecard
Loretto Cold Service
duvalsubzero.com · Home & Living
Somewhat visible. AI bots can read Loretto Cold Service, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#343,601 of 1,374,124 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Loretto Cold Service
from our crawl and measurement
"Loretto Cold Service is an independent repair shop working only on Sub-Zero built-in refrigeration, wine storage and ice machines, in Mandarin and the neighbouring St. Johns riverfront." That is how Loretto Cold Service of Jacksonville, FL introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (LocalBusiness, HomeAndConstructionBusiness, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.2/10, Loretto Cold Service has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What does a repair cost on this side of the river?
The whole book, published up front. Every line is a range because the firm figure is written down after the diagnosis, not before it. Parts and labour for every repair we take on, plus the diagnostic that comes first.
Is this your brand?
The exact fixes for Loretto Cold Service
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/duvalsubzero
Cite this score: Engagemii (2026). "AEO Score for Loretto Cold Service." Retrieved from https://engagemii.com/aeo/brands/duvalsubzero
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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