---
title: What an AI agent reads on Espresso Lab · The Direct Index
url: https://directindex.org/r/espressolab.asia/agent-view?format=md
---

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 [Report](https://directindex.org/r/espressolab.asia) · scanned 2026-10-22

# What an AI agent reads on Espresso Lab

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

2,936

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: espressolab asia pacific arrow downicon-searchicon-profileicon-bagicon-searchicon-bagicon-nav-menuicon-bagicon-bagicon-bagicon-bagicon-bagicon-bagicon-bagicon-bagicon-bagicon-bagicon-facebookicon-inst. First 1,800 of 2,936 characters:

```
espressolab asia pacific home products + - roasted coffee beans steepbru sachet capbru capsules collabs + - milklab x espressolab oatly x espressolab sttoke x espressolab coffee machines coffee grinders coffee makers sale contact us sale Create account Log in Search FREE shipping within Peninsular Malaysia for orders above RM99 756115 home products roasted coffee beans steepbru sachet capbru capsules collabs milklab x espressolab oatly x espressolab sttoke x espressolab coffee machines coffee grinders coffee makers sale contact us sale Search × Your friend gifted you credit! Sign up now to redeem. Sign Up 0 Search 0 × Your friend gifted you credit! Sign up now to redeem. Sign Up featured products Sale Add to Cart [Starter Kit Bundle] Sttoke Lite cup + steepbru coffee RM 148.00 RM 200.00 -26% Add to Cart Add to Cart espressolab x Sttoke Lite Cup (12oz) RM 150.00 Add to Cart Add to Cart [ BEST SELLER ] steepbru duduk rumah - coffee sachets From RM 33.00 Add to Cart Add to Cart oatside + 4 boxes steepbru duduk rumah blend - coffee sachets From RM 119.60 Add to Cart Sold Out milklab almond + 4 boxes steepbru duduk rumah blend - coffee sachets From RM 100.00 Add to Cart espressolab house blend - roasted coffee beans From RM 40.00 Add to Cart view all products → discover our products roasted coffee beans steepbru sachet capbru capsules coffee machines fareed ⭐⭐⭐⭐⭐ " The smell of the coffee is really out of this world, but I would say the smell is nicer than the actual taste. Perhaps it takes time to get used to its flavour ; there are some unusual sour notes. But the aroma is really amazing lol." raphael ⭐⭐⭐⭐⭐ " Joycup aside…. Love the coffee. I’m buying and also sharing it with friends. To date I’ve taken 18 boxes!" voon siong ⭐⭐⭐⭐⭐ " My 2nd purchase. Flavour is
```

 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 (microdata:Organization) |

 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/espressolab.asia) 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

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