AI Visibility Scorecard
INSTRUMATIC
instrumatic.com.mx · Manufacturing & Industrial
Borderline visible. AI bots can crawl INSTRUMATIC, 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
#137,281 of 268,147 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About INSTRUMATIC
from our crawl and measurement
"Instrumatic es especialista en instrumentación y automatización industrial en México. Ofrecemos soluciones técnicas confiables, asesoría profesional y distribución de marcas líderes como." That is how Instrumatic of Ciudad de México, DIF introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.6/10, INSTRUMATIC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
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Estamos listos para ayudarte. Cuéntanos tu aplicación y te enviaremos una propuesta personalizada.NombreTeléfonoEmail¿En qué aplicación necesitas nuestro apoyo?Solicitar cotización¡Gracias por tu mensaje!LUNES A VIERNES DE 8:30HRS. A 18:00HRSMail CONSULTA NUESTRO AVISO DE PRIVACIDADTeléfono: 55 5587 5744 Av. de los 100 Metros, Esq. Poniente 106 #39 Interior 5, Col. Defensores de la República. C.P.
Is this your brand?
The exact fixes for INSTRUMATIC
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/instrumatic-com-mx
Cite this score: Engagemii (2026). "AEO Score for INSTRUMATIC." Retrieved from https://engagemii.com/aeo/brands/instrumatic-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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