---
title: What an AI agent reads on Ramirez Walter MD PA · The Direct Index
url: https://directindex.org/r/walterramirezmd.net/agent-view?format=md
---

[The Direct Index](https://directindex.org/)
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 [Report](https://directindex.org/r/walterramirezmd.net) · scanned 2026-10-17

# What an AI agent reads on Ramirez Walter MD PA

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. This is that view of [walterramirezmd.net](http://walterramirezmd.net/contact-us.html), from the copy the scanner kept.

885

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: Contact us · language en. First 885 of 885 characters:

```
Contact us Home About Dr. Ramirez The Practice Procedures Patient Portal New Patient Forms Medical Plans Q&A Survey Contact us News & Events Contact Us Office HoursMonday - Thursday: 9:00 AM - 5:00 PMFriday: 8:00 AM- 4:00 PM Kendall West Professional Condo8000 SW 117 AVE Suite PHB1-PHB2Miami, Florida 33183Contact us by phone: Tel: (305) 559 9860 Fax: (305) 559 9207 Appointments: Ext 101/102Billing and Collection: Ext 103Contact us by e-mail:For Appointments: appointments@walterramirezmd.netFor Billing and Collection: ​jessica@walterramirezmd.netYour feedback is appreciated: suggestions@walterramirezmd.net Dr. Walter Ramirez MD PA Kendall West Professional Condo8000 SW 117 AVE Suite PHB1-PHB2Miami, FL 33183 Tel: (305) 559 9860 Fax: (305) 559 9207 Home About Dr. Ramirez The Practice Procedures Patient Portal New Patient Forms Medical Plans Q&A Survey Contact us News & Events
```

 Facts

## What it can state 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 | 0 |

 Actions

## The links it would act on

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

Everything here comes from one fetch of the homepage as a crawler; the [report](https://directindex.org/r/walterramirezmd.net) turns it into a score and fixes, with a kit to paste.

#### The Direct Index

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#### For agents

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Business listings from OpenStreetMap contributors, ODbL. Scores 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","founder":{"@type":"Person","name":"Antonio 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"}}]}
```