---
title: What an AI agent reads on 10000Lab Coffee · The Direct Index
url: https://directindex.org/r/10000lab.com/agent-view?format=md
---

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 [Report](https://directindex.org/r/10000lab.com) · scanned 2026-10-21

# What an AI agent reads on 10000Lab Coffee

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 [10000lab.com](http://www.10000lab.com/), taken from the copy the scanner kept.

496

characters of text without JavaScript, too few to answer questions from

Organization

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: 만랩커피 · language ko. First 496 of 496 characters:

```
만랩커피 알림 뒤로 알림 설정 뒤로 더보기 게시물 알림 내 글 반응 내가 작성한 게시물이나 댓글에 다른 사람이 댓글이나 답글을 작성하면 알려줍니다. 공지사항 사이트에서 보내는 중요한 공지를 실시간으로 알려줍니다. Alarm 마이페이지 로그아웃 HOME 만랩커피 브랜드 스토리 만랩 소개 만랩 원칙 오시는 길 스페셜티 원두 스페셜티 커피 데일리 스페셜티 블랜드 과테말라 스페셜티 블랜드 콜롬비아 디카페인 케냐 AA TOP 코스타리카 따라주 에티오피아 구지 G1 메뉴소개 신메뉴 음료 베이커리 만랩한끼 MD상품 매장 국내 매장 해외 매장 추천 점포 소식 공지사항 인재 채용 창업안내 창업 경쟁력 가맹절차 창업비용 가맹문의 제휴문의 입점문의 닫기 WE MAKE VALUE / PRODUCT / SPACECOMMUNICATION / SOCIETY / CULTURE Global No.1 스페셜티 커피 브랜드 10000LAB IS COFFEE & BAKERY FRANCHISE 동영상 재생 -->
```

 Facts

## What it can say about the business

| A business type in JSON-LD | Organization |
| Name | 만랩커피 |
| Telephone | 1544-1528 (a tel: link, not structured) |
| Address | yes |
| Opening hours | no |
| Menu or price list | a menu or price-list page in HTML www.10000lab.com/MENU |
| Cuisine in structured data | no |
| JSON-LD blocks | 7 (ImageObject, Organization, PostalAddress, VideoObject) |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number (1544-1528). An agent has nothing to act on.

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/10000lab.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"}}]}
```