---
title: What an AI agent reads on ThS. BS Trần Lê Hồng Ngọc · The Direct Index
url: https://directindex.org/r/deleaclinic.com/agent-view?format=md
---

[The Direct Index](https://directindex.org/)
[Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Numbers](https://directindex.org/stats)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[About](https://directindex.org/about)

 [Report](https://directindex.org/r/deleaclinic.com) · scanned 2026-11-05

# What an AI agent reads on ThS. BS Trần Lê Hồng Ngọc

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

1,086

characters of text without JavaScript

none

structured data for the business

3

of 3 AI crawlers turned away at the edge (GPTBot, ClaudeBot, PerplexityBot)

 Text

## The words an agent gets

Title: DE LÉA CLINIC – Phòng khám Ths.BS Trần Lê Hồng Ngọc · language vi. First 1,086 of 1,086 characters:

```
DE LÉA CLINIC – Phòng khám Ths.BS Trần Lê Hồng Ngọc Skip to content Phòng khám chuyên khoa PTTM De léa Thương chào các quý cô xinh đẹp của De Léa ThS.BS Trần Lê Hồng Ngọc CHUYÊN KHOA PHẪU THUẬT TẠO HÌNH THẨM MỸ Read more Với sự chuyên nghiệp, tận tâm, phòng khám De Léa luôn nỗ lực đem đến cho mỗi khách hàng sự hiểu biết sâu sắc về quy trình và lựa chọn tốt nhất cho nhu cầu cá nhân của bạn. Tại De Léa, chúng tôi luôn tin rằng mọi người đều đẹp theo cách riêng, nên De Léa mong muốn mang đến cho khách hàng không chỉ về ngoại hình hoàn hảo mà còn sự tự tin và hạnh phúc từ bên trong. xem thêm Dịch Vụ Mang đến vẻ đẹp an toàn nhất cho các quý cô xinh đẹp Phẫu thuật mũi xem thêm Phẫu thuật mắt xem thêm Phẫu thuật cằm xem thêm Tiêm chất làm đầy xem thêm Trẻ hóa da xem thêm bảng giá ĐĂNG KÝ TƯ VẤN PHÒNG KHÁM CHUYÊN KHOA PTTM DE LÉA Địa chỉ 540 An Dương Vương, An Đông, Hồ Chí Minh. Hotline (Zalo) 0984 203 803 Email deleaclinic@gmail.com Giờ hoạt động T3 đến Chủ Nhật : 8h-17h Copyright 2026 © DE LÉA CLINIC Giới Thiệu Dịch Vụ Bảng Giá Tin Tức Liên Hệ WooCommerce not Found Newsletter
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | 0984 203 803 (a tel: link, not structured) |
| 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; only a phone number (0984 203 803). An agent has nothing to act on.

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/deleaclinic.com) 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"}}]}
```