---
title: What an AI agent reads on Dr. Med. Jens Klüppelberg · The Direct Index
url: https://directindex.org/r/koelner-fachaerzte.de/agent-view?format=md
---

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 [Report](https://directindex.org/r/koelner-fachaerzte.de) · scanned 2026-10-20

# What an AI agent reads on Dr. Med. Jens Klüppelberg

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 [koelner-fachaerzte.de](https://www.koelner-fachaerzte.de/), taken from the copy the scanner kept.

3,292

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: Kölner Fachärzte · language de. First 1,800 of 3,292 characters:

```
Kölner Fachärzte Suchfeld Menu Menu Home Fachärzte Augenheilkunde Dr. med. Giulia Marzella-Lüke Prof. Dr. med. Christoph Lüke Chirurgie Dr. med. Marta Martín López Guido Meurer Dermatologie Dr. med. Anna Rose Dr. med. Margaretha Skorupka Dr. med. Wibke von Bartenwerfer Gastroenterologie Dr. med. Hans Peter Behrenbeck Dr. med. Grischa Terheggen Dr. med. Thomas Toermer Dr. med. Philipp Zervoulakos Gefäßerkrankungen Dr. med. Peter Galkin Prof. Dr. med. Achim Mumme Dr. med. Renate D. Murena-Schmidt Dr. med. Ingo Neßeler Gynäkologie PD Dr. med. Torsten Schmidt HNO-Heilkunde Dr. med. Gero Quante Christian Tholen Kardiologie Dr. med. Ben Bohlen Dr. med. Gabriele Krahé-Fritsch Dr. med. Jens Hagemeister Dr. med. Jürgen Fritsch Kinder- und Jugendheilkunde Timm Wedewardt Neurologie Angelika Haus Orthopädie Dr. med. Steffen Fabian Ulf Petzke Dr. med. Egon F. Stricker Dr. med. Rudolf Ziolko Pneumologie Dr. med. Jens Klüppelberg Psychotherapie und Psychiatrie Dr. med. J. Tobias Berger Radiologie Dr. med. Peter Pickel Rheumatologie Parysa Alborz Urologie Dr. med. Bernd Courage Dr. med. Rolf-Jürgen Maus Dr. med. Markus Müller Links Fortbildungen Logo Startseite_Gruppenbild ​ K&amp;ouml;lner Fach&amp;auml;rzte: Haben Sie schon den richtigen Arzt gefunden? Gesundheit in der Domstadt Das Netzwerk der K&amp;ouml;lner Fach&amp;auml;rzte ist ein Zusammenschluss von 54 Fach&amp;auml;rzten aus allen Stadtteilen K&amp;ouml;lns. Hier stellen sich &amp;Auml;rzte vor, die Sie immer individuell und pers&amp;ouml;nlich betreuen. Auf dieser Seite finden Sie den Arzt und die Leistung, die Ihren Bed&amp;uuml;rfnissen entspricht. Die K&amp;ouml;lner Fach&amp;auml;rzte kooperieren im Einzelfall fach&amp;uuml;bergreifend und tauschen sich aus &amp;ndash; immer zum Wohl des Patienten. Durch das Netzwerk der K&amp;ouml;lner Fach&amp;auml;rzte sparen Sie Zeit, da Sie
```

 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 |

 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/koelner-fachaerzte.de) 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"}}]}
```
