---
title: What an AI agent reads on MCLthailand · The Direct Index
url: https://directindex.org/r/mcl.co.th/agent-view?format=md
---

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 [Report](https://directindex.org/r/mcl.co.th) · scanned 2026-10-22

# What an AI agent reads on MCLthailand

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 [mcl.co.th](http://www.mcl.co.th/), taken from the copy the scanner kept.

1,026

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: MCL ครีมหมอจุฬา · language th. First 1,026 of 1,026 characters:

```
MCL ครีมหมอจุฬา Magento Commerce รถเข็นของฉัน0 Place your promotion here You have no items in your shopping cart. บัญชีผู้ใช้ของฉัน รายการที่ชอบ รายการสั่งซื้อ เข้าสู่ระบบ ค้นหา Search: เมนูหลัก หน้าหลัก เกี่ยวกับเราผลิตภัณฑ์ โปรโมชั่นช้อปออนไลน์ข่าวสารและกิจกรรมตัวแทนจำหน่ายติดต่อเรา https://www.facebook.com/julaorigin https://www.facebook.com/mclfanpage MCL by หมอจุฬา ผู้ผลิตและจัดจำหน่ายครีมหมอจุฬา ผลิตภัณฑ์เพื่อผิวขาวใส และช่วยแก้ปัญหา สิว หมองคล้ำ ฝ้า กระ จุดด่างดำ ริ้วรอยบนใบหน้า รับสิทธิพิเศษก่อนใคร ฟรี!! กรอกอีเมลของคุณเพื่อรับข้อเสนอพิเศษและโปรโมชั่น สมัครสมาชิก เกี่ยวกับเรา เรื่องราวความเป็นมา รางวัลการันตี รีวิวผลิตภัณฑ์ ข่าวประชาสัมพันธ์ ฝ่ายบริการลูกค้า เข้าสู่ระบบบัญชีของฉัน วิธีการสั่งซื้อและชำระเงิน แจ้งการชำระเงิน สมัครตัวแทนจำหน่าย MCL คำถามที่พบบ่อย FAQ ติดต่อเรา บริษัท หมอจุฬา จำกัด เวนิส ดี ไอริส 1/19 ซอย วัชรพล 2/7 แขวงท่าแร้ง เขตบางเขน กรุงเทพฯ 10220 Mobile : (+66) 092-264-7999 Tel : (+66) 02-101-3499 Fax: (+66) 02-101-3498 Email: info@mcl.co.th © 2016 MCL.CO.TH. All Rights Reserved.
```

 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 | 0 |

 Actions

## The links it would act on

| Link | Role | Where it goes |
| --- | --- | --- |
| [www.mcl.co.th/order-payment](http://www.mcl.co.th/order-payment) | ordering | the business's own site |

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