AI Visibility Scorecard
alejojamc.com · Technology
Borderline visible. AI bots can crawl alejojamc.com, 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
#1,920,389 of 2,705,620 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
"O problema que começou tudo Imagine o seguinte: você é dono de um negócio ou líder técnico que precisa processar documentos, responder perguntas de clientes e extrair insights dos seus." That is how Alejandro Mantilla Senior Software Engineer introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
Sitemaps and entity links AI can follow.
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.
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 3.9/10, alejojamc.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Soa familiar?
Há três meses, enfrentei o mesmo desafio. Como engenheiro de software com mais de 10 anos de experiência no ecossistema JVM (Java, Kotlin), percebi algo: embora o Python domine as discussões sobre IA, milhões de desenvolvedores trabalham diariamente com tecnologias JVM — e eles não deveriam precisar mudar de stack para aproveitar o poder da inteligência artificial.
👉 O que vem a seguir?
Tente construir seu próprio sistema RAG. Comece pelo repositório do GitHub, experimente diferentes modelos e descubra qual funciona melhor para o seu caso de uso. A barreira de entrada nunca foi tão baixa.
¿Te suena familiar?
Hace tres meses enfrenté el mismo desafío. Como ingeniero de software con más de 10 años de experiencia en el ecosistema JVM (Java, Kotlin), me di cuenta de algo: aunque Python domina las conversaciones sobre IA, millones de desarrolladores trabajan a diario con tecnologías JVM, y no deberían tener que cambiar de stack para aprovechar el poder de la inteligencia artificial.
👉 ¿Qué sigue?
Intenta construir tu propio sistema RAG. Empieza con el repositorio de GitHub, experimenta con diferentes modelos y descubre cuál se adapta mejor a tu caso de uso. La barrera de entrada nunca ha sido tan baja.
¿Qué vas a encontrar aquí?
Este es mi espacio personal para compartir todo lo que voy aprendiendo en mi camino como ingeniero de software. Con más de 10 años de experiencia, principalmente en el mundo del backend, he trabajado con diversas tecnologías y arquitecturas. Actualmente estoy muy metido en Azure, pero tengo muchas ganas de explorar AWS y compartir ese viaje de aprendizaje contigo.
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The exact fixes for alejojamc.com
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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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Scored by Engagemii on September 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/alejojamc
Cite this score: Engagemii (2026). "AEO Score for alejojamc.com." Retrieved from https://engagemii.com/aeo/brands/alejojamc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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