---
title: What an AI agent reads on Leonid Lyubkin · The Direct Index
url: https://directindex.org/r/hno-zollstock-koeln.com/agent-view?format=md
---

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 [Report](https://directindex.org/r/hno-zollstock-koeln.com) · scanned 2026-10-20

# What an AI agent reads on Leonid Lyubkin

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 [hno-zollstock-koeln.com](http://www.hno-zollstock-koeln.com/), taken from the copy the scanner kept.

2,286

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: HNO-Facharztpraxis Leonid Lyubkin Köln-ZollstockHNO-Facharztpraxis Leonid Lyubkin Köln-Zollstock · language de-DE. First 1,800 of 2,286 characters:

```
HNO-Facharztpraxis Leonid Lyubkin Köln-Zollstock HNO-Facharztpraxis Leonid Lyubkin Köln-Zollstock HNO-PRAXIS LEISTUNGEN SPRECHZEITEN KONTAKT ANFAHRT KARTE 0221-936 17 00 HNO PRAXIS Leonid Lyubkin WILLKOMMEN HNO-FACHARZTPRAXIS Leonid Lyubkin UNSERE LEISTUNGEN Allergiediagnostik und Therapie Ambulante Diagnostik von Schnarchen und schlafbezogener Atemstörungen (Schlafapnoe) mittels Polygrafie Ambulante und stationäre Operationen Sonographie –Ultraschall (Halsweichteile, Speicheldrüsen Nasennebenhöhlen) Otoneurologie Untersuchungen des Gleichgewichtsorgans Hör- und Sprachtestungen Impedanz und Ohrreflexmessungen Hirnstammaudiometrie BERA (Prüfung des Hörnervs) Otoakustische Emissionen Hörscreening bei Neugeborenen und Kindern Faltenbehandlung Durchführung von Inhalations- und Mikrowellenbehandlung Ohrlochstechen Mikrobiologie Röntgendiagnostik &lt; &gt; UNSERE SPRECHZEITEN 08:30 - 12:30 Uhr / 14:00 - 17:00 Uhr 08:30 - 12:30 Uhr / 14:00 - 17:00 Uhr 08:30 - 12:30 Uhr 08:30 - 12:30 Uhr / 14:00 - 18:00 Uhr 08:30 - 12:30 Uhr und nach Vereinbarung Mo Di Mi Do Fr BARRIEREFREIER ZUGANG Wir verfügen über einen barrierefreien Zugang sowie einen Aufzug im Haus. Mit dem Rollstuhl und dem Kinderwagen gestaltet sich der Weg zu uns unproblematisch. In unseren Praxisräumen steht Ihnen auch eine Behindertentoilette zur Verfügung. ADRESSE / TELEFON Vorgebirgstr. 118-120 50969 Köln-Zollstock Telefon: 0221 - 936 17 00 Fax: 0221 - 936 17 02 Wir sprechen auch Russisch und Italienisch. &lt; &gt; ANFAHRT Unsere HNO-Fachpraxis ist leicht zu finden: die Praxis befindet sich in den Zollstockarkaden-Köln. Sie erreichen uns bequem sowohl mit den öffentlichen Verkehrsmitteln, als auch mit dem Auto. Mit den öffentlichen Verkehrsmitteln: ​Nehmen Sie die Linie 12 in Richtung Zollstock und steigen Sie an der Haltestel
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | +492219361700 (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 (+492219361700). An agent has nothing to act on.

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/hno-zollstock-koeln.com) 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"}}]}
```
