AI Visibility Scorecard
IRSI Refrigeración y Carrocerías
irsi.com.mx · Manufacturing & Industrial
Borderline visible. AI bots can crawl IRSI Refrigeración y Carrocerías, 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
#19,593 of 269,181 in Manufacturing & Industrial for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About IRSI Refrigeración y Carrocerías
from our crawl and measurement
Refrigeración Industrial y Carrocerías en México describes itself simply: "Especialistas en diseño y construcción de soluciones integrales de refrigeración industrial y carrocerías especializadas con certificación ISO 9001:2015." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Weak
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, IRSI Refrigeración y Carrocerías is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
¿Por Qué Elegir a IRSI para tu Cadena de Frío?
IRSI es tu socio estratégico en refrigeración industrial y transporte especializado. Combinamos ingeniería de precisión con experiencia comprobada en sectores críticos como alimentos y farmacéuticos. ✓ Expertos Certificados ISO 9001-2015 Garantizamos calidad en diseño, construcción y mantenimiento de sistemas refrigerados.
¿Listo para optimizar tu cadena de frío?
Consulta gratuita: 33 1568 1084 / 33 1591 1527 Contacta a un asesor IRSI es una empresa innovadora en la aplicación de ingeniería en refrigeracion y carrocerias. 33 1568 1084 / 33 1591 1527 ventas@
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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 October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/irsi-com-mx
Cite this score: Engagemii (2026). "AEO Score for IRSI Refrigeración y Carrocerías." Retrieved from https://engagemii.com/aeo/brands/irsi-com-mx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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