---
title: What an AI agent reads on Kunsthalle Mannheim · The Direct Index
url: https://directindex.org/r/kuma.art/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/kuma.art) · scanned 2026-10-24

# What an AI agent reads on Kunsthalle Mannheim

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

3,552

characters of text without JavaScript

none

structured data for the business

2

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

 Text

## The words an agent gets

Title: KuMa Startseite | Kunsthalle MannheimKunsthalle Mannheim Logo · language de. First 1,800 of 3,552 characters:

```
KuMa Startseite | Kunsthalle Mannheim Direkt zum Inhalt Main navigation Ausstellungen Programm Ihr Besuch Kunsthalle Sammlung KuMa Digital Suche DEEN Top Navigation FAQ Öffnungszeiten Tickets Kontakt Presse TR FR Einfache Sprache Heute geöffnet von 10 - 18 Uhr Suche Ausstellungen Programm Ihr Besuch Kunsthalle Sammlung KuMa Digital Suche FAQ Öffnungszeiten Tickets Kontakt Presse TR FR Einfache Sprache de en KuMa Startseite Von Dürer bis Piranesi Druckgrafik aus der Mannheimer Sammlung Anton von Klein (1746 – 1810) 24.07.2026 - 08.11.2026 Zur Ausstellung Ticket kaufen Aktuelle Ausstellungen STUDIO: Rasa Smite & Raitis Smits03.09.2026 - 22.11.2026 Von Dürer bis Piranesi24.07.2026 - 08.11.2026 Alexander Tillegreen02.04.2026 - 10.01.2027 On Repeat02.04.2026 - 31.12.2026 Fokus Sammlung01.03.2024 - 31.12.2026 Fokus Sammlung: Neue Sachlichkeit01.05.2025 - 31.12.2026 Heute im Programm 15:30 Uhr / 60 Min. Sa. 24.10 Öffentliche Führung zzgl. Eintritt Themenführung Fokus Sammlung: Einladung ins Bild – Komposition und Blickführung in der Malerei Information zum Termin Kommen Sie mit auf einen überraschenden Rundgang zu unterschiedlichen Themen und Motiven quer durch die Museumsräume. Im direkten Vergleich verschiedener Gemälde, Skulpturen und Installationen ergeben sich vielfältige Erkenntnisse zu künstlerischen Fragestellungen und Ideen. Anmelden Kommende Ausstellungen TANZ!13.11.2026 - 07.03.2027 Deltabeben27.11.2026 - 14.02.2027 Aktuelles Open Call Violinisten gesucht Open Call Für die Aufführung eines Kunstwerks im Rahmen unserer Ausstellung TANZ! (13. November 2026 bis 7. März 2027) suchen wir in Kooperation mit dem Verein zur Pflege der Werke Tino Sehgals Violinist*innen (fortgeschrittene Studierende oder höheres Niveau) aus Mannheim und Umgebung.Open Call Image Ab sofort onl
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | 00496212936423 (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

| Link | Role | Where it goes |
| --- | --- | --- |
| [shop.kuma.art/#/tickets/time?museum_id=1&group=day](https://shop.kuma.art/#/tickets/time?museum_id=1&group=day) | booking | the business's own site |

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