---
title: What an AI agent reads on Dr. Langston Raymond · The Direct Index
url: https://directindex.org/r/langstonraymond.com/agent-view?format=md
---

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 [Report](https://directindex.org/r/langstonraymond.com) · scanned 2026-10-19

# What an AI agent reads on Dr. Langston Raymond

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

1,208

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: Home - Langston Raymond DentistryLangston Raymond Dentistry | Dental Office in West End Vancouver · language en-US. First 1,208 of 1,208 characters:

```
Home - Langston Raymond DentistryLangston Raymond Dentistry | Dental Office in West End Vancouver http://writing-essay-cheap.com Office Our Team Dr. Langston Raymond Staff Services Laboratory Gallery Photos Videos Contact Home Certified by the College of Dental Surgeons of British Columbia and the National Dental Examining Board of Canada, Dr. Langston Raymond first established his dental practice in downtown Vancouver by Davie and Granville Streets on February 1st, 2000. Dr. Raymond is a cosmopolitan, knowledgeable, and skilled dentist who is dedicated to the highest professional and ethical standards in his practice. He balances his sense of respect for the parameters established by the British Columbia College of Surgeons, the Canadian Dental Association, and the provincial statutes governing workplace practices in dentistry with his profound concern for the well-being of his patients and their thorough satisfaction with his professional services. Dr. Langston Raymond was voted the “Best in the West” according to the Westender (Vancouver’s *Urban Voice*) because he so enjoys serving the West-End of Vancouver. Copyright © 2012 Langston Raymond. All Rights Reserved. Deploy by Media Corner
```

 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 (SearchAction, WebSite) |

 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/langstonraymond.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"}}]}
```
