---
title: What an AI agent reads on 李圓圓 Bubble Lee · The Direct Index
url: https://directindex.org/r/bubbleleehk.com/agent-view?format=md
---

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 [Report](https://directindex.org/r/bubbleleehk.com) · scanned 2026-10-16

# What an AI agent reads on 李圓圓 Bubble Lee

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

640

characters of text without JavaScript

Organization

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: YUAN YUAN BUBBLE TEA Inc | 李圓圓Toggle Menu · language en-US. First 640 of 640 characters:

```
YUAN YUAN BUBBLE TEA Inc | 李圓圓 Skip to content 關於我們 人氣推介 餐牌 誠意招聘 分店地址 clothWave WE ARE BUBBLE LEE “一個午後，想為家人準備午茶點心心血來潮地動起手來，頂級安心的食材看得見的細節，只為唇齒留香的感動李圓圓真誠、用心、堅持、感動！” 究極黑糖，糖中之王！嚴選昂貴成本的純正黑糖，由優質甘蔗提煉而成，經獨家古法熬煮多道工序，天然養生，炭香濃厚，風味絕佳，甘甜不膩，被譽為糖中之王，成為李圓圓飲品的明星招牌，重現台灣黑糖文化傳奇。 INGREDIENTS 嚴選食材 珍珠 每日新鮮現煮，起鍋後60度保溫超出2小時未售出即捨棄。 黑糖 選用台灣在地糖廠，遵循古早製糖技術精心萃取，製作而成的原味黑糖。 牛奶 嚐遍各大品品牌，挑選出最滑順及香濃奶香的明治牛奶，打造獨家口感完美比例。 茶葉 嚴選市售頂級的錫蘭紅茶 與經過四次薰花的特級茉莉綠茶 依其特性調和沖泡，孕育出茶葉最原本的香氣與喉韻。 冬瓜茶 嚴選台南老店義豐冬瓜茶磚，慢火熬煮，不額外添加，傳承雋永超過百年的淡雅清甜冬瓜香。 老薑母 特選上等精質老薑帶皮研磨沖泡充分保留老薑特有的辛辣香氣。 黑糖圓圓珍珠鮮奶正確喝法!! 知道更多 All Rights Reserved © 2026 Relish International Development Limited | 李圓圓 關於我們 人氣推介 餐牌 誠意招聘 分店地址
```

 Facts

## What it can say about the business

| A business type in JSON-LD | Organization |
| Name | YUAN YUAN BUBBLE TEA Inc | 李圓圓 |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | a menu or price-list page in HTML www.bubbleleehk.com/menu/ |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (BreadcrumbList, ImageObject, ListItem, Organization, SearchAction, WebPage) |

 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/bubbleleehk.com) turns it into a score and a list of fixes, with code to paste.

#### The Direct Index

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