---
title: What an AI agent reads on Walter J. Willoughby Jr. MD · The Direct Index
url: https://directindex.org/r/mdwilloughby.com/agent-view?format=md
---

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 [Report](https://directindex.org/r/mdwilloughby.com) · scanned 2026-10-23

# What an AI agent reads on Walter J. Willoughby Jr. MD

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 [mdwilloughby.com](http://www.mdwilloughby.com/), taken from the copy the scanner kept.

4,894

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: Walter J. Willoughby, Jr., M.D.: Pulmonologist: Las Vegas, NV · language en. First 1,800 of 4,894 characters:

```
Walter J. Willoughby, Jr., M.D.: Pulmonologist: Las Vegas, NV More Skip to main content Home About Dr. Willoughby Sleep Medicine Sleep Apnea Snoring Pulmonary Medicine Asthma Pneumonia Bronchitis COPD Pulmonary Fibrosis Lung Cancer Screening Patient Info Patient Portal Testimonials Contact 702-998-1400 Home About Dr. Willoughby Sleep Medicine Sleep Apnea Snoring Pulmonary Medicine Asthma Pneumonia Bronchitis COPD Pulmonary Fibrosis Lung Cancer Screening Patient Info Patient Portal Testimonials Contact 702-998-1400 Walter J. Willoughby, Jr., M.D. Pulmonologist & Sleep Specialist located in Las Vegas, NV 702-998-1400 Walter J. Willoughby, Jr., M.D. Pulmonologist & Sleep Specialist located in Las Vegas, NV 702-998-1400 Walter J. Willoughby, Jr., M.D. Pulmonologist & Sleep Specialist located in Las Vegas, NV 702-998-1400 "Outstanding pulmonologist" Verified Patient Vitals "I find Dr. Willoughby to be caring, professional and readily available." Verified Patient Vitals "He's is the best Doctor. He has been in Las Vegas over 30 years!" Verified Patient Vitals About Walter J. Willoughby, Jr., M.D.With board certification in pulmonary medicine, sleep medicine, and internal medicine, Walter J. Willoughby, Jr., MD, is uniquely qualified to provide comprehensive care to women and men living in the Las Vegas area. Patients always feel welcome at his practice, where the staff members know each patient by name and take the time to listen to their concerns.Dr. Willoughby provides personalized and patient-centered care, with a focus on keeping his patients healthy and out of the hospital. Patients can count on receiving the full range of services, including getting their lung function testing done in the office, which is fully equipped with advanced pulmonary testing technology.In addi
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | 7029981400 (a tel: link, not structured) |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (ContactPoint, EntryPoint, Physician, PostalAddress, Reservation, ReserveAction) |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number (7029981400). An agent has nothing to act on.

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

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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"}}]}
```