---
title: What an AI agent reads on Mentor Hair Salon & Beauty Collage · The Direct Index
url: https://directindex.org/r/mentorgroupco.com/agent-view?format=md
---

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

# What an AI agent reads on Mentor Hair Salon & Beauty Collage

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

519

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: 首页 - 曼都集团. First 519 of 519 characters:

```
首页 - 曼都集团 首页 最新消息集团介绍品牌介绍品牌协作联系我们 新闻中心行销活动有关曼都曼都大事记品牌介绍星级门店推荐明星设计师推荐叠专学院前卫超人气歌狄造型联系我们 最新消息 致敬一甲子｜曼都60周年，惊艳不止于此曼都发型明星发型师推荐曼都明星发型师实力出圈！ 品牌介绍 目前已经和数家美发集团建立合作 曼都，一个两岸华人熟悉的美丽代名词，总裁赖孝义先生于1966年10月创立于台北，历经半个多世纪的经营，曼都缔造了华人美容美发界无数个传奇。曼都，从最初的七把椅子、八名员工的单店到如今全球400多家门店的国际化连锁企业。 从台湾到温哥华、多伦多、上海、北京、浙江、江苏、广东，曼都一直秉承对美的追求。 了解更多 店铺介绍 曼都发型・万象城店 曼都发型・金桥店 曼都发型・凯德晶品店 设计师介绍 欢欢 芒果 金晶 张莉伟 Amy 最新消息新闻中心行销活动集团介绍有关曼都曼都大事记品牌介绍品牌介绍星级门店推荐明星设计师推荐品牌协作叠专学院前卫超人气歌狄造型 mentorgroupco.com T:(21)51088798 沪ICP备12048078号-3 Copyright©2019-2026 上海曼都美容美发有限公司 版权所有
```

 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

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/mentorgroupco.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

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#### 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"}}]}
```