---
title: What an AI agent reads on The Chocolate Museum · The Direct Index
url: https://directindex.org/r/thechocolatemuseum.co.uk/agent-view?format=md
---

[The Direct Index](https://directindex.org/)
[Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Numbers](https://directindex.org/stats)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[About](https://directindex.org/about)

 [Report](https://directindex.org/r/thechocolatemuseum.co.uk) · scanned 2026-10-21

# What an AI agent reads on The Chocolate Museum

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 [thechocolatemuseum.co.uk](http://www.thechocolatemuseum.co.uk/), taken from the copy the scanner kept.

1,106

characters of text without JavaScript

LocalBusiness

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: The Chocolate Museum | London · language en. First 1,106 of 1,106 characters:

```
The Chocolate Museum | London top of pagesubscribeHOMEIntroOUR MISSIONWHAT's ONFamily activitiesCollectionWORKSHOPSChildren WorkshopsAdults WorkshopsSCHOOLSWE HIRE!MoreUse tab to navigate through the menu items.The Chocolate Museum moved out and didn't relocate yet School Workshops are organised in your school (or online if distance is an issue) Adults, Family Workshops & Birthday Parties run at Melange Chocolate Shop.​ We'll update you regularly! Isabelle, Founder, and the Choco-TeamSCHOOL WORKSHOPSBIRTHDAY PARTIESFAMILY ACTIVITIESMELANGE WORKSHOPSTo play, press and hold the enter key. To stop, release the enter key.Welcome to the Chocolate Museum in London. ​ We can go VIRTUAL and Visit our Space 360° this until we can relocate Our mission is to inspire a passion for learning about quality chocolate and its history both in Britain and worldwide. Anchor 1 Join our mailing list Never miss an update I agree to the privacy policy.Subscribe NowTo email usI want to subscribe to the newsletter.SubmitThanks for your enquiryAbout usContact usPrivacy PolicyTerms & Conditionsbottom of page
```

 Facts

## What it can say about the business

| A business type in JSON-LD | LocalBusiness |
| Name | THE CHOCOLATE MUSEUM LTD |
| Telephone | + 07723434235 |
| Address | yes |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 2 (LocalBusiness, PostalAddress, WebSite) |

 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/thechocolatemuseum.co.uk) 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

[Free scanner](https://directindex.org/scan)[City indexes](https://directindex.org/cities)[Search the index](https://directindex.org/search)[Rankings](https://directindex.org/rankings)[What assistants recommend](https://directindex.org/assistants)[Ask the index](https://directindex.org/ask)

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