---
title: What an AI agent reads on Doctor Andrés Muñoz Ramos · The Direct Index
url: https://directindex.org/r/drmunoz-nefrologia.com.mx/agent-view?format=md
---

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 [Report](https://directindex.org/r/drmunoz-nefrologia.com.mx) · scanned 2026-10-22

# What an AI agent reads on Doctor Andrés Muñoz Ramos

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. Below is what it gets from [drmunoz-nefrologia.com.mx](http://www.drmunoz-nefrologia.com.mx/), taken from the copy the scanner kept.

3,010

characters of text without JavaScript

none

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: Inicio - Dr. Andrés Muñoz Ramos - Nefrólogo en Ciudad de México · language es. First 1,800 of 3,010 characters:

```
Inicio - Dr. Andrés Muñoz Ramos - Nefrólogo en Ciudad de México Saltar al contenido (55) 5207 - 2270contacto@drmunoz-nefrologia.com.mxFacebook page opens in new windowTwitter page opens in new windowMail page opens in new window Dr. Andrés Muñoz Ramos Nefrología Inicio Nosotros Servicios Blog Contacto Buscar: Inicio Nosotros Servicios Blog Contacto Dr. Andrés Muñoz Ramos Nefrología Atención profesional, personalizada, honesta y con la calidez que usted espera. Servicios Contáctanos Más de 20 años cuidando tu saludEl Dr. Andrés Muñoz Ramos cuenta con experiencia en el diagnóstico y tratamiento de la enfermedades relacionadas con las vía urinarias en hombres y mujeres. Médico líder en México que agrupa una filosofía de trabajo dedicada al paciente en su totalidad, desde su primera consulta hasta su completa rehabilitación.Conoce más Líderes por innovación en servicios de salud y especialidades médicas integralesServiciosConoce los servicios en los que nos especializamos para mejorar tu salud. Urología en mujeres Infección en vías urinarias Sangrado al orinar Disfunción eréctil Conoce más servicios¿Hace cuánto que no te haces un check-up médico? Mitiga riesgos al prevenir. Te permite detectar enfermedades silenciosas. Reduce riesgos con una detección temprana. Obtén la mejor recomendación médica. Agenda una consultaTestimoniales Tania LabastidaExcelente atención y explicación clara. Gracias a su diagnóstico oportuno logré mejorar mi función renal. Manuel DorantesUn médico muy humano y profesional. Me dio confianza desde la primera consulta. Margarita RodriguezEl tratamiento fue efectivo y el seguimiento constante. Lo recomiendo ampliamente. Roberto SaenzAtención puntual, trato amable y gran conocimiento médico. Muy satisfecho con los resultados. 0CONSULTORIOS +0AÑOS DE EXP
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (BreadcrumbList, EntryPoint, ListItem, PropertyValueSpecification, ReadAction, SearchAction) |

 Actions

## The links it would act on

No booking or ordering link found. An agent has nothing to act on.

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/drmunoz-nefrologia.com.mx) turns it into a score and a list of fixes, with code to paste.

#### The Direct Index

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#### Data

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Business listings come from OpenStreetMap contributors, under the ODbL. Scores are published under the same licence.

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://directindex.org/#org","name":"The Direct Index","url":"https://directindex.org/","logo":"https://directindex.org/favicon.svg","email":"hello@directindex.org","founder":{"@type":"Person","@id":"https://directindex.org/#antonio","name":"Antonio Curado","sameAs":["https://x.com/ab_curado"]},"description":"Independent measurement of whether AI agents can find, read and act on a business's own website."},{"@type":"WebSite","@id":"https://directindex.org/#site","url":"https://directindex.org/","name":"The Direct Index","publisher":{"@id":"https://directindex.org/#org"},"inLanguage":"en","potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://directindex.org/scan?url={url}"},"query-input":"required name=url"}},{"@type":"WebAPI","name":"The Direct Index API","url":"https://directindex.org/openapi.json","documentation":"https://directindex.org/llms-full.txt","provider":{"@id":"https://directindex.org/#org"}}]}
```