---
title: What an AI agent reads on Levain · The Direct Index
url: https://directindex.org/r/levain.com.my/agent-view?format=md
---

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

# What an AI agent reads on Levain

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. This is that view of [levain.com.my](https://www.levain.com.my/), from the copy the scanner kept.

3,172

characters of text without JavaScript

Organization

structured data for the business

1

of 3 AI crawlers turned away at the edge (GPTBot)

 Text

## The words an agent gets

Title: Levain Boulangerie & Patisserie · language en-US. First 1,800 of 3,172 characters:

```
Levain Boulangerie & Patisserie Home Our Story Breads & Pastries Cakes Menu What’s On Contact Order Online Home Our Story Breads & Pastries Cakes Menu What’s On Contact Order Online Home Our Story Breads & Pastries Cakes Menu What’s On Contact Check-in Check-out Guests: Adults 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Children 2-12 years old 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Infant's 0-2 years old 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Done Book Now Handcrafted with love. Freshly baked, everyday. Levain Boulangerie & Patisserie is a local bakery cafe specializing in a wide variety of French and Japanese inspired pastries. Our range of bakery products are made fresh every day in our traditional stone oven using only the very best, freshest ingredients and are produced with an unwavering dedication to the craftsmanship of baking.Our team of passionate bakers and chefs strive to create quality meals and constantly deliver new and exciting dishes that will delight the senses.We believe in making good bread the right way. As we’ve grown, so has our menu and our community, yet our values have stayed the same. We take the time to make our bread, pastries, cakes and meals as we always have – with care and by hand – so that we don’t need to compromise on what we eat, whether we’re on the go, or taking the time out to relax in our café. Quality at Heart Fresh & Finest Ingredients Passion for Patisseries Discover Levain Boulangerie & Patisserie Our story Breads & Pastries View menu Cakes View menu Menu View menu @levainbnp We believe in making good bread. As we’ve grown, so has our menu and our community, yet our values have stayed the same. We take the time to make our breads, cakes, breakfasts, and lunches as we always have – with care a
```

 Facts

## What it can state about the business

| A business type in JSON-LD | Organization |
| Name | Levain Boulangerie & Patisserie |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | a menu or price-list page in HTML levain.com.my/menu/ |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (BreadcrumbList, EntryPoint, ImageObject, ListItem, Organization, ReadAction) |

 Actions

## The links it would act on

| Link | Role | Where it goes |
| --- | --- | --- |
| [levainbp.beepit.com/ordering/?type=delivery](https://levainbp.beepit.com/ordering/?type=delivery) | ordering | an unrecognised third party |
| [levain.com.my/cakes-delivery-kl/](https://levain.com.my/cakes-delivery-kl/) | ordering | the business's own site |

Everything here comes from one fetch of the homepage as a crawler; the [report](https://directindex.org/r/levain.com.my) turns it into a score and fixes, with a kit to paste.

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Business listings from OpenStreetMap contributors, ODbL. Scores 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","founder":{"@type":"Person","name":"Antonio 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"}}]}
```