---
title: What an AI agent reads on James P. Thomas, MD · The Direct Index
url: https://directindex.org/r/voicedoctor.net/agent-view?format=md
---

[The Direct Index](https://directindex.org/)
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 [Report](https://directindex.org/r/voicedoctor.net) · scanned 2026-10-24

# What an AI agent reads on James P. Thomas, 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 [voicedoctor.net](https://www.voicedoctor.net/), taken from the copy the scanner kept.

4,820

characters of text without JavaScript

Organization

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: Home - VoiceDoctor.netExpandExpandExpandExpandExpandExpandToggle MenuExpandExpandExpandExpandExpandExpand · language en-US. First 1,800 of 4,820 characters:

```
Home - VoiceDoctor.net Skip to content VoiceDoctor.netListen carefully · Look closely Understanding Voice Why Is There a Frog? How Voice Works Behavioral Disorders Structural Disorders Perspectives Blog Diagnosis Patient History Listening Exam Visual Exam Primary Care Exam Treatment Neurologic Procedures Gender Voice Vocal Cord Lesions Airway About Our Office Biography 5 Special Interests Selected Publications Speaking Schedule Contact / Consult Request Documents Education Current Lecture Topics Video Library High Definition Laryngology Neurolaryngology Secrets Laryngology Fellowship Medical Student Preceptorship Handouts VoiceDoctor Institute About the Institute Programs & Initiatives Support / Donate VoiceDoctor.netListen carefully · Look closely Home VoiceDoctor.net Understanding Voice Disorders Listen carefully. Look closely. A clinician’s guide to the larynx — accurate diagnosis, informed treatment, and the science behind every voice. Explore the Science Diagnostic Guides Where Would You Like to Start? Four pathways into the world of clinical laryngology Foundation Understanding Voice How the larynx works, how voice is produced, and what goes wrong — from anatomy to acoustics to the neurology of control. Explore → Clinical Skills Diagnosis The art and science of laryngoscopy, listening to the voice, and reaching a precise diagnosis — not just “hoarseness.” Explore → Management Treatment & Surgery Evidence-based approaches to voice therapy, office procedures, and surgical intervention for laryngeal disorders. Explore → Experience Hands-on Training Intensive, mentorship-driven workshops for physicians and voice care providers — laryngoscopy, stroboscopy, and diagnostic skills taught in small groups. Explore → At a Lecture? Find your handout and reference materials he
```

 Facts

## What it can say about the business

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

 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/voicedoctor.net) turns it into a score and a list of fixes, with code to paste.

#### The Direct Index

[Why direct](https://directindex.org/why)[What agent-direct means](https://directindex.org/agent-direct)[About and principles](https://directindex.org/about)[Methodology](https://directindex.org/methodology)[Privacy](https://directindex.org/privacy)[Terms](https://directindex.org/terms)[Corrections](https://directindex.org/corrections)[Legal notice](https://directindex.org/legal)

#### Use it

[Free scanner](https://directindex.org/scan)[City indexes](https://directindex.org/cities)[Search the index](https://directindex.org/search)[Rankings](https://directindex.org/rankings)[What assistants recommend](https://directindex.org/assistants)[Ask the index](https://directindex.org/ask)

#### Vendors and help

[Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' terms allow agents](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency)

#### For agents

[llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json)

#### Data

[Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml)

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"}}]}
```