---
title: What an AI agent reads on Praxisklinik MKG Koln West · The Direct Index
url: https://directindex.org/r/bunzbeauty.de/agent-view?format=md
---

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

# What an AI agent reads on Praxisklinik MKG Koln West

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

6,439

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: BunzBeauty – Ästhetische Behandlungen in Köln | by MKG Köln West · language de-DE. First 1,800 of 6,439 characters:

```
BunzBeauty – Ästhetische Behandlungen in Köln | by MKG Köln West HomeBehandlungenOperationenAugenbrauenliftingAugenlidstraffung | Blepharoplastik Unterlidstraffung Facelift | Gesichtsstraffung Mid Facelift Buccal Fat Removal | BichektomieOberlippenlift | Bullhorn-LiftGummysmile-Behandlung Genioplastik | KinnkorrekturHauttumor- & MuttermalentfernungHalsstraffung | HalsliftNarbenkorrektur Fettabsaugung (Kopf-Hals-Bereich)Oberlidstraffung Ohrtunnel-KorrekturOhrenkorrekturStirnlifting MuskelrelaxantienBotulinumtoxin-BehandlungBaby-Botox®Barbie-Botox®Brow-LiftBunny Lines Erdbeer-| PflasterkinnFace Slimming | Kaumuskel-BehandlungGummy SmileKrähenfüßeLip Flip Lippenfalten | RaucherfaltenMigränebehandlung NasenspitzenanhebungMundwinkel | MerkelfaltenNefertiti LiftSchweißdrüsenbehandlung | HyperhidroseStirnfalten ZornesfalteHyaluronsäureHyaluron-BehandlungHyaluronsäure entfernen | HylaseJawlineKinnkorrektur Lippenunterspritzung MarionettenfaltenNasenkorrektur NasolabialfaltenOberlippenfalten-UnterspritzungRaucherfältchenWangenaufbau Russian Lips - LippenvergrößerungSchläfen auffüllen Skinbooster-Behandlung SonstigesFestoons | Malar Bags entfernenIndividuelle persönliche BeratungNull-Prozent-FinanzierungMänner-TreatmentsFett-Weg-SpritzeWeitere Behandlungen bei MKG Köln West Über unsKontaktPlastische & Ästhetische ChirurgieIn Köln WestTermin vereinbarenBiographieWir sind geführt als Focus Top-Mediziner 2026.Höchste ärztliche Expertise für exklusive Beauty-Treatments in Köln. Erleben Sie Bunz Beauty by MKG Köln West – in unserer modernen Praxis, geführt von den anerkannten Spezialisten der ästhetischen Medizin, Dr. Dr. Johannes Scholz &PD Dr. Dr. Matthias Zirk.‍Be confident. Be you. – Ihre Schönheit im Fokus.‍FaceliftAugenlid-StraffungKinn-KorrekturBehandlungenOperationenAugenbraue
```

 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

| Link | Role | Where it goes |
| --- | --- | --- |
| [www.doctolib.de/gemeinschaftspraxis/koeln/mkg-koeln-west-gbr/booking?b](https://www.doctolib.de/gemeinschaftspraxis/koeln/mkg-koeln-west-gbr/booking?bookingFunnelSource=external_referral&profile_skipped=true&utm_campaign=websit) | booking | doctolib, acting for the business |

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/bunzbeauty.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

[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"}}]}
```