AI Visibility Scorecard
CALOR
frioocalor.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl CALOR, 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
#241,098 of 270,159 in Manufacturing & Industrial for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Manufacturing & Industrial average 14
Top 99% of Manufacturing & Industrial
See what's behind this score →4
AEO Visibility
iNear-invisible · 3.5/10
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
Basic · 30/100
Manufacturing & Industrial average 18
See what's behind this score →0
About CALOR
from our crawl and measurement
CALOR is a Huejutla business whose own site puts it this way: "En Frio-Calor ofrecemos productos y soluciones de aire acondicionado para todos los segmentos además de mantenimiento de aire acondicionado residenciales, comerciales e industriales." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
- Company ·
- CALOR
- Website ·
- frioocalor.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Huejutla, 13
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 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
Strong
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.
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 3.5/10, CALOR is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CALOR
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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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frioocalor
Cite this score: Engagemii (2026). "AEO Score for CALOR." Retrieved from https://engagemii.com/aeo/brands/frioocalor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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