# Gelbeseiten Scraper - Low-cost💲🔥🏢🇩🇪 (`delectable_incubator/gelbeseiten-scraper-low-cost`) Actor

Scrape Gelbeseiten.de business listings 🏢🔍 with a powerful German business directory scraper. Extract company names, categories, addresses, cities, phone numbers, websites, Google Maps links, and profile URLs. Ideal for lead generation, local SEO research and business intelligence datasets 📊🚀

- **URL**: https://apify.com/delectable\_incubator/gelbeseiten-scraper-low-cost.md
- **Developed by:** [Prime Scrape](https://apify.com/delectable_incubator) (community)
- **Categories:** Lead generation, Automation, E-commerce
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.00005 / actor start

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

<p align="center">
  <img src="https://i.ibb.co/jkNS73wX/readme.png" alt="Gelbeseiten Search Scraper" width="100%">
</p>

---

## 🏢🔍 Gelbeseiten Search Scraper 🇩🇪 | Bulk Business Leads Scraper | Apify Actor

### 🚀 Extract Gelbeseiten Business Data in Seconds (No Code)

The **Gelbeseiten Search Scraper (Apify Actor)** is a powerful, scalable and **SEO-optimized business directory scraping tool** designed to extract structured company data directly from Gelbeseiten.de.

Scrape thousands of German business listings, collect company contact information, and export clean datasets for **lead generation, B2B prospecting, local SEO analysis, market research, AI training datasets, and business intelligence projects.**

---

### 🔥 Why This Gelbeseiten Scraper?

✔ Best Gelbeseiten scraper on Apify

✔ Supports **Bulk URL Scraping (Multi-Search Mode)**

✔ Extract company names, phone numbers and websites

✔ Fast & scalable extraction engine

✔ Clean structured JSON / CSV / Excel output

✔ Ideal for lead generation & sales prospecting

✔ Perfect for local SEO research

✔ No coding required

---

### 🎯 What This Scraper Does

This Apify Actor extracts structured business listings directly from Gelbeseiten search result pages.

#### 📌 Core Features

✅ Bulk URL scraping support

✅ Extract business names

✅ Extract categories

✅ Extract phone numbers

✅ Extract websites

✅ Extract addresses

✅ Extract cities

✅ Extract Google Maps links

✅ Extract Gelbeseiten detail page URLs

✅ Automatic pagination handling

✅ Clean structured dataset output

✅ High-speed extraction engine

---

### ⚡ Input Configuration (Bulk URL Mode)

#### 🔥 BULK URL MODE (Recommended)

````

{
"urls": \[
"https://www.gelbeseiten.de/suche/webdesign/bundesweit",
"https://www.gelbeseiten.de/suche/marketing/bundesweit",
"https://www.gelbeseiten.de/suche/it-service/bundesweit",
"https://www.gelbeseiten.de/suche/seo-agentur/bundesweit"
],
"maxitems": 100
}

```

---

### 📊 Extracted Business Data

| Field        | Description                |
| ------------ | -------------------------- |
| id           | Unique business identifier |
| teilnehmerId | Participant ID             |
| name         | Business name              |
| category     | Business category          |
| address      | Full address               |
| city         | City                       |
| phone        | Phone number               |
| website      | Company website            |
| mapsUrl      | Google Maps URL            |
| detailUrl    | Gelbeseiten listing URL    |

---

### 💡 Use Cases

This Gelbeseiten scraper is ideal for:

🏢 B2B Lead Generation

📞 Sales Prospecting

📈 Market Research

🌍 Local SEO Analysis

🤖 AI Training Datasets

📊 Business Intelligence

📡 Competitor Monitoring

💼 Company Database Building

---

### 🚀 Key Features

⚡ Bulk URL scraping support

🏢 German business directory coverage

📌 Smart pagination handling

🧠 Structured output

📊 High-speed extraction engine

🔁 Automatic retries

💾 Export-ready datasets

⚙️ Scalable cloud execution

---

### 📤 Output Formats Supported

✔ JSON

✔ CSV

✔ Excel (XLSX)

✔ XML

✔ HTML

---

### 📦 Example Output

```

{
"id": "123456",
"teilnehmerId": "987654",
"name": "Musterfirma GmbH",
"category": "Webdesign",
"address": "Musterstraße 1",
"city": "München",
"phone": "+49 123 456789",
"website": "https://www.musterfirma.de",
"mapsUrl": "https://maps.google.com/...",
"detailUrl": "https://www.gelbeseiten.de/..."
}

````

---

### 🔥 Why This is the BEST Gelbeseiten Scraper on Apify?

✔ Optimized for Apify marketplace ranking

✔ Bulk URL support (rare feature)

✔ Enterprise-grade scalability

✔ Clean structured output

✔ High-performance extraction

✔ Perfect for lead generation workflows

✔ Designed for agencies, marketers and data teams

---

### 💸 Pricing


This scraper runs on a **pay-per-result pricing model**.

You only pay for successfully extracted records.

💳 **Price:** $2.99 / 1,000 results 

---

### ❓ FAQ

#### Can I scrape multiple search URLs at once?

Yes. Bulk URL mode allows you to scrape multiple Gelbeseiten search pages within a single run.

#### Does the scraper handle pagination?

Yes. The actor automatically loads and processes all available results until the configured limit is reached.

#### Can I export the data?

Yes. Export is available in JSON, CSV, Excel, XML and HTML formats.

#### Is coding required?

No. This is a fully no-code Apify Actor.

#### Can I use it for lead generation?

Absolutely. It is designed specifically for B2B prospecting and company data collection.

---

### ⚠️ Disclaimer

This project is an independent tool and is not affiliated with, endorsed by, or sponsored by Gelbeseiten.de.

---

### 🔗 Related Actors

Explore more PrimeScrape data extraction solutions:

🏢 Company & Business Scrapers

💼 Job Scrapers

🏠 Real Estate Scrapers

🛒 E-commerce Scrapers

📺 Social Media Scrapers

📈 Market Intelligence Tools

More actors coming soon 🚀

---

### 🌍 PrimeScrape Ecosystem

Built for modern data extraction at scale.

📊 Lead generation

🏢 Company intelligence

📈 Market analytics

🤖 AI training datasets

⚙️ Automation pipelines

🌍 Business intelligence

---

### 📬 Support

⭐⭐⭐⭐⭐ Leave a review if you enjoy this actor.

📩 Need a custom scraper or enterprise solution?

Contact us directly through Apify.

**PrimeScrape** 🚀

# Actor input Schema

## `urls` (type: `array`):

Liste der gelbeseiten.de Such-URLs zum Scrapen.

Beispiele:

🔍 Webdesign bundesweit:
https://www.gelbeseiten.de/suche/webdesign/bundesweit

🏭 WA bundesweit:
https://www.gelbeseiten.de/suche/wa/bundesweit

🏙️ Ingenieurbüros in München:
https://www.gelbeseiten.de/suche/ingenieurbueros/muenchen

Der Scraper klickt automatisch auf 'Mehr Anzeigen' bis maxitems erreicht ist oder keine weiteren Ergebnisse vorhanden sind.

⚠️ URLs müssen von gelbeseiten.de sein.
## `maxitems` (type: `integer`):

Maximale Anzahl von Einträgen pro URL.



## Actor input object example

```json
{
  "urls": [
    "https://www.gelbeseiten.de/suche/wa/bundesweit",
    "https://www.gelbeseiten.de/suche/webdesign/bundesweit"
  ],
  "maxitems": 100
}
````

# Actor output Schema

## `overview` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "urls": [
        "https://www.gelbeseiten.de/suche/wa/bundesweit",
        "https://www.gelbeseiten.de/suche/webdesign/bundesweit"
    ],
    "maxitems": 100
};

// Run the Actor and wait for it to finish
const run = await client.actor("delectable_incubator/gelbeseiten-scraper-low-cost").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "urls": [
        "https://www.gelbeseiten.de/suche/wa/bundesweit",
        "https://www.gelbeseiten.de/suche/webdesign/bundesweit",
    ],
    "maxitems": 100,
}

# Run the Actor and wait for it to finish
run = client.actor("delectable_incubator/gelbeseiten-scraper-low-cost").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "urls": [
    "https://www.gelbeseiten.de/suche/wa/bundesweit",
    "https://www.gelbeseiten.de/suche/webdesign/bundesweit"
  ],
  "maxitems": 100
}' |
apify call delectable_incubator/gelbeseiten-scraper-low-cost --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=delectable_incubator/gelbeseiten-scraper-low-cost",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Gelbeseiten Scraper - Low-cost💲🔥🏢🇩🇪",
        "description": "Scrape Gelbeseiten.de business listings 🏢🔍 with a powerful German business directory scraper. Extract company names, categories, addresses, cities, phone numbers, websites, Google Maps links, and profile URLs. Ideal for lead generation, local SEO research and business intelligence datasets 📊🚀",
        "version": "0.0",
        "x-build-id": "fzWRN61PuVYE5Sppl"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/delectable_incubator~gelbeseiten-scraper-low-cost/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-delectable_incubator-gelbeseiten-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/delectable_incubator~gelbeseiten-scraper-low-cost/runs": {
            "post": {
                "operationId": "runs-sync-delectable_incubator-gelbeseiten-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/delectable_incubator~gelbeseiten-scraper-low-cost/run-sync": {
            "post": {
                "operationId": "run-sync-delectable_incubator-gelbeseiten-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "urls",
                    "maxitems"
                ],
                "properties": {
                    "urls": {
                        "title": "Gelbeseiten.de Search URLs 🔍",
                        "type": "array",
                        "description": "Liste der gelbeseiten.de Such-URLs zum Scrapen.\n\nBeispiele:\n\n🔍 Webdesign bundesweit:\nhttps://www.gelbeseiten.de/suche/webdesign/bundesweit\n\n🏭 WA bundesweit:\nhttps://www.gelbeseiten.de/suche/wa/bundesweit\n\n🏙️ Ingenieurbüros in München:\nhttps://www.gelbeseiten.de/suche/ingenieurbueros/muenchen\n\nDer Scraper klickt automatisch auf 'Mehr Anzeigen' bis maxitems erreicht ist oder keine weiteren Ergebnisse vorhanden sind.\n\n⚠️ URLs müssen von gelbeseiten.de sein.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxitems": {
                        "title": "Maximale Einträge pro URL 📄",
                        "type": "integer",
                        "description": "Maximale Anzahl von Einträgen pro URL.\n\n",
                        "default": 100
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```