---
title: What an AI agent reads on Mandy Zhang Art · The Direct Index
url: https://directindex.org/r/mandyzhang.art/agent-view?format=md
---

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 [Report](https://directindex.org/r/mandyzhang.art) · scanned 2026-10-21

# What an AI agent reads on Mandy Zhang Art

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 [mandyzhang.art](https://mandyzhang.art/), taken from the copy the scanner kept.

1,652

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: Mandy Zhang Art · language en. First 1,652 of 1,652 characters:

```
Mandy Zhang Art Mandy Zhang Art Skip to main content Menu Exhibitions Fairs Artists News Press Publications Blog About Contact Cart 0 items £ Checkout Item added to cart View cart & checkout Continue shopping Menu Home Michael Gao Michael Gao : Salt Land 8 October - 14 November 2026 Image of Michael Gao , Salt Land Manage cookies Copyright © 2025 Mandy Zhang Art Site by Artlogic Go GENERAL ENQUIRiES LOCATION UK +44 (0)73 7607 9890 16 Seymour Place, London, W1H 7NG info@mandyzhang.art Instagram, opens in a new tab.Join the mailing list" data-title="Mandy Zhang Art" data-zoom="15">View on Google Maps This website uses cookiesThis site uses cookies to help make it more useful to you. Please contact us to find out more about our Cookie Policy. Manage cookies Reject non essential Accept Cookie preferences Check the boxes for the cookie categories you allow our site to use Cookie options Strictly necessary Required for the website to function and cannot be disabled. Preferences and functionality Improve your experience on the website by storing choices you make about how it should function. Statistics Allow us to collect anonymous usage data in order to improve the experience on our website. Marketing Allow us to identify our visitors so that we can offer personalised, targeted marketing. Save preferences Close Join our mailing to receive our monthly news First name * Last name * Email * Signup * denotes required fields We will process the personal data you have supplied in accordance with our privacy policy (available on request). You can unsubscribe or change your preferences at any time by clicking the link in our emails.
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | T +44 (0)73 7607 9890 (a tel: link, not structured) |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 0 |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number (T +44 (0)73 7607 9890). An agent has nothing to act on.

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