# Das Telefonbuch Business Scraper (`automation-lab/das-telefonbuch-business-scraper`) Actor

Scrape German business leads from Das Telefonbuch by keyword, city, or result URL. Extract names, addresses, phones, websites, ratings, and source links.

- **URL**: https://apify.com/automation-lab/das-telefonbuch-business-scraper.md
- **Developed by:** [Stas Persiianenko](https://apify.com/automation-lab) (community)
- **Categories:** Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
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

## Das Telefonbuch Business Scraper

Collect German business leads from Das Telefonbuch search pages.

### What does Das Telefonbuch Business Scraper do?

Das Telefonbuch Business Scraper extracts public company listings from `dastelefonbuch.de`.
It is built for keyword and city searches such as restaurants in Berlin, dentists in Munich, or tax advisors in Hamburg.

The actor saves structured rows with business names, addresses, phone numbers, websites, categories, ratings, opening-hours snippets, detail URLs, and source URLs.

### Who is it for?

- 🧑‍💼 Sales teams building German local lead lists.
- 🧭 Local SEO agencies checking business visibility in German directories.
- 🏢 B2B marketers segmenting companies by city and business category.
- 🧪 Data teams enriching CRM records with public directory information.
- 🧑‍🔬 Researchers comparing local business coverage across German cities.

### Why use this actor?

Manual copying from directory pages is slow and error-prone.
This actor turns repeat searches into exportable datasets that can be downloaded as CSV, JSON, Excel, XML, or connected directly to automations.

### What data can you extract?

| Field | Description |
| --- | --- |
| `name` | Business name |
| `category` | Business branch/category |
| `phone` | Visible phone number |
| `website` | Business website when shown |
| `address` | Combined street, postal code, city, and district |
| `streetAddress` | Street and house number |
| `postalCode` | German postal code |
| `city` | City |
| `district` | Neighborhood or district when available |
| `ratingValue` | Public rating value |
| `ratingCount` | Number of ratings |
| `openingHoursText` | Visible opening-hours snippet |
| `detailUrl` | Das Telefonbuch detail page |
| `pageUrl` | Result page where the listing was found |
| `entryId` | Directory entry identifier |
| `scrapedAt` | Timestamp of extraction |

### How much does it cost to scrape Das Telefonbuch business leads?

The actor uses pay-per-event pricing.
You pay a small start fee per run and a per-result fee for each saved business listing.

Current configured pricing:

| Charge | Free tier | Bronze | Silver | Gold | Platinum | Diamond |
| --- | ---: | ---: | ---: | ---: | ---: | ---: |
| Run start | $0.005 | $0.005 | $0.005 | $0.005 | $0.005 | $0.005 |
| Saved business listing | $0.000060705 | $0.000052787 | $0.000041174 | $0.000031672 | $0.000021115 | $0.000014780 |

Example cost estimates before Apify platform fees or plan-specific credits:

| Example run | Estimated charge on Free tier | Estimated charge on Bronze |
| --- | ---: | ---: |
| 25 saved listings | about $0.0065 | about $0.0063 |
| 100 saved listings | about $0.0111 | about $0.0103 |
| 500 saved listings | about $0.0354 | about $0.0314 |

Apify's free monthly platform credits can usually cover many small test runs.
For example, at Free-tier pricing, a 100-listing run is roughly one cent of actor charges, so $5 of credits can cover hundreds of similar small tests before other platform costs are considered.

Use a small `maxItems` value for a first test.
Increase limits only after you confirm the search returns the type of businesses you need.

### Quick start

1. Open the actor on Apify.
2. Enter a business keyword such as `Restaurant`.
3. Enter a German city such as `Berlin`.
4. Set `maxItems` to a small value for the first run.
5. Start the run.
6. Download the dataset in your preferred format.

### Input options

#### `keyword`

Business category or search term.
Examples:

- Restaurant
- Zahnarzt
- Steuerberater
- Hotel
- Friseur

#### `location`

German city or area.
Examples:

- Berlin
- München
- Hamburg
- Köln
- Frankfurt

#### `startUrls`

Use direct Das Telefonbuch result URLs when you already have a search page.
Example:

```json
[
  { "url": "https://www.dastelefonbuch.de/Suche/Restaurant/Berlin" }
]
````

#### `maxItems`

Maximum number of businesses to save across the run.

#### `maxPagesPerSearch`

Maximum number of result pages to fetch for each search URL.

#### `requestDelayMs`

Polite delay between result pages.
Increase it if you run large searches.

### Example input

```json
{
  "keyword": "Restaurant",
  "location": "Berlin",
  "maxItems": 30,
  "maxPagesPerSearch": 3,
  "requestDelayMs": 600
}
```

### Example output

```json
{
  "name": "Restaurant und Bierhaus Xantener Eck",
  "category": "Gaststätten und Restaurants",
  "phone": "030 8 83 90 14",
  "website": "http://www.das-xantener-eck.de/",
  "address": "Xantener Str. 1, 10707 Berlin, Wilmersdorf",
  "streetAddress": "Xantener Str. 1",
  "postalCode": "10707",
  "city": "Berlin",
  "district": "Wilmersdorf",
  "ratingValue": 1,
  "ratingCount": 1,
  "detailUrl": "https://adresse.dastelefonbuch.de/...",
  "pageUrl": "https://www.dastelefonbuch.de/Suche/Restaurant/Berlin",
  "position": 1,
  "entryId": "0001131015407",
  "scrapedAt": "2026-06-14T00:00:00.000Z"
}
```

### Search URL mode

Direct URLs are useful when Das Telefonbuch creates a specific category page you want to reproduce.
Paste those URLs into `startUrls` and leave `keyword` and `location` empty.

### Keyword and city mode

Keyword and city mode is fastest for repeat lead-generation workflows.
The actor builds a Das Telefonbuch search URL automatically and follows pagination until it reaches your item or page limits.

### Pagination behavior

Das Telefonbuch result pages normally contain around ten listings per page.
The actor reads the next-page link from the page navigation and stops when one of these conditions is met:

- `maxItems` is reached.
- `maxPagesPerSearch` is reached.
- No next page is found.

### Tips for better results

- ✅ Start with a specific business category.
- ✅ Use German terms for German directory searches.
- ✅ Run one city at a time for clean segmentation.
- ✅ Keep first tests small.
- ✅ Export the dataset to CSV for CRM upload.

### Integrations

You can connect this actor to:

- Google Sheets for live lead lists.
- Zapier or Make for CRM enrichment workflows.
- Apify webhooks for automated notifications.
- Apify datasets for downstream processing.
- Data warehouses through the Apify API.

### API usage

#### Node.js

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

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.actor('automation-lab/das-telefonbuch-business-scraper').call({
  keyword: 'Restaurant',
  location: 'Berlin',
  maxItems: 30
});
console.log(run.defaultDatasetId);
```

#### Python

```python
from apify_client import ApifyClient

client = ApifyClient('MY-APIFY-TOKEN')
run = client.actor('automation-lab/das-telefonbuch-business-scraper').call(run_input={
    'keyword': 'Restaurant',
    'location': 'Berlin',
    'maxItems': 30,
})
print(run['defaultDatasetId'])
```

#### cURL

```bash
curl -X POST 'https://api.apify.com/v2/acts/automation-lab~das-telefonbuch-business-scraper/runs?token=MY-APIFY-TOKEN' \
  -H 'Content-Type: application/json' \
  -d '{"keyword":"Restaurant","location":"Berlin","maxItems":30}'
```

### MCP usage

Use the Apify MCP server with this actor in Claude Code, Claude Desktop, Cursor, or other MCP-compatible clients.

MCP URL:

```text
https://mcp.apify.com/?tools=automation-lab/das-telefonbuch-business-scraper
```

Claude Code CLI setup:

```bash
claude mcp add apify-das-telefonbuch \
  --transport http \
  "https://mcp.apify.com/?tools=automation-lab/das-telefonbuch-business-scraper"
```

Claude Desktop JSON configuration:

```json
{
  "mcpServers": {
    "apify-das-telefonbuch": {
      "url": "https://mcp.apify.com/?tools=automation-lab/das-telefonbuch-business-scraper"
    }
  }
}
```

Example prompts:

- "Find 30 restaurants in Berlin from Das Telefonbuch and summarize CRM-ready leads."
- "Scrape dentists in Munich and return only listings with websites."
- "Build a CSV of tax advisors in Hamburg with phone numbers and source URLs."

### Data quality notes

The actor extracts data visible in public result pages.
Some listings may not include websites, ratings, or opening-hours text.
Those fields are returned as `null` when unavailable.

### Limitations

- Email and fax are not part of the MVP because they are not reliably present on search result cards.
- The actor targets business listings, not private person search results.
- Very broad searches may have many pages; use `maxItems` and `maxPagesPerSearch` to control run size.

### Legality

This actor extracts publicly available information from Das Telefonbuch pages.
You are responsible for using the data lawfully, respecting privacy rules, and following applicable regulations such as GDPR, ePrivacy, and anti-spam laws.
Do not use scraped contact data for unlawful outreach.

### FAQ

#### Why are some websites missing?

Not every Das Telefonbuch listing displays a website on the search result page.
When no website is visible, `website` is `null`.

#### Why did I get fewer results than requested?

The source may have fewer matching businesses, or your page limit may be too low.
Increase `maxPagesPerSearch` for broader searches.

#### Can I scrape multiple cities?

Run separate actor runs per city for clean segmentation, or provide multiple direct `startUrls`.

#### Does it use a browser?

No. The base data is present in the initial HTML, so the actor uses HTTP and Cheerio for speed and lower cost.

### Related scrapers

- https://apify.com/automation-lab/gelbeseiten-scraper
- https://apify.com/automation-lab/google-maps-scraper
- https://apify.com/automation-lab/german-imprint-scraper

### Support

If a search stops working or you need additional fields, open an issue with the input you used and a sample Das Telefonbuch URL.

### Changelog

Initial version:

- Keyword + location searches.
- Direct result URL support.
- Pagination.
- Business name, category, address, phone, website, ratings, opening hours, and source URLs.

# Actor input Schema

## `keyword` (type: `string`):

German search term or business category to find, for example Restaurant, Zahnarzt, Steuerberater, Hotel, or Friseur.

## `location` (type: `string`):

German city or area to search in, for example Berlin, München, Hamburg, Köln, or Frankfurt.

## `startUrls` (type: `array`):

Optional direct Das Telefonbuch search/category URLs. Use this when you already have a result page URL to scrape.

## `maxItems` (type: `integer`):

Maximum number of business listings to save across all searches.

## `maxPagesPerSearch` (type: `integer`):

Safety limit for pagination. Das Telefonbuch usually shows around 10 listings per page.

## `requestDelayMs` (type: `integer`):

Polite delay between result-page requests. Increase this if the source slows down.

## Actor input object example

```json
{
  "keyword": "Restaurant",
  "location": "Berlin",
  "startUrls": [
    {
      "url": "https://www.dastelefonbuch.de/Suche/Restaurant/Berlin"
    }
  ],
  "maxItems": 20,
  "maxPagesPerSearch": 3,
  "requestDelayMs": 600
}
```

# 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 = {
    "keyword": "Restaurant",
    "location": "Berlin",
    "startUrls": [
        {
            "url": "https://www.dastelefonbuch.de/Suche/Restaurant/Berlin"
        }
    ],
    "maxItems": 20,
    "maxPagesPerSearch": 3
};

// Run the Actor and wait for it to finish
const run = await client.actor("automation-lab/das-telefonbuch-business-scraper").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 = {
    "keyword": "Restaurant",
    "location": "Berlin",
    "startUrls": [{ "url": "https://www.dastelefonbuch.de/Suche/Restaurant/Berlin" }],
    "maxItems": 20,
    "maxPagesPerSearch": 3,
}

# Run the Actor and wait for it to finish
run = client.actor("automation-lab/das-telefonbuch-business-scraper").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 '{
  "keyword": "Restaurant",
  "location": "Berlin",
  "startUrls": [
    {
      "url": "https://www.dastelefonbuch.de/Suche/Restaurant/Berlin"
    }
  ],
  "maxItems": 20,
  "maxPagesPerSearch": 3
}' |
apify call automation-lab/das-telefonbuch-business-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=automation-lab/das-telefonbuch-business-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Das Telefonbuch Business Scraper",
        "description": "Scrape German business leads from Das Telefonbuch by keyword, city, or result URL. Extract names, addresses, phones, websites, ratings, and source links.",
        "version": "0.1",
        "x-build-id": "eEWNxzmbH8RV4H4eI"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/automation-lab~das-telefonbuch-business-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-automation-lab-das-telefonbuch-business-scraper",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/automation-lab~das-telefonbuch-business-scraper/runs": {
            "post": {
                "operationId": "runs-sync-automation-lab-das-telefonbuch-business-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/automation-lab~das-telefonbuch-business-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-automation-lab-das-telefonbuch-business-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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",
                "properties": {
                    "keyword": {
                        "title": "Keyword / business category",
                        "type": "string",
                        "description": "German search term or business category to find, for example Restaurant, Zahnarzt, Steuerberater, Hotel, or Friseur."
                    },
                    "location": {
                        "title": "City / location",
                        "type": "string",
                        "description": "German city or area to search in, for example Berlin, München, Hamburg, Köln, or Frankfurt."
                    },
                    "startUrls": {
                        "title": "Das Telefonbuch result URLs",
                        "type": "array",
                        "description": "Optional direct Das Telefonbuch search/category URLs. Use this when you already have a result page URL to scrape.",
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "maxItems": {
                        "title": "Maximum businesses",
                        "minimum": 1,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Maximum number of business listings to save across all searches.",
                        "default": 50
                    },
                    "maxPagesPerSearch": {
                        "title": "Maximum pages per search",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Safety limit for pagination. Das Telefonbuch usually shows around 10 listings per page.",
                        "default": 10
                    },
                    "requestDelayMs": {
                        "title": "Delay between pages (ms)",
                        "minimum": 0,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Polite delay between result-page requests. Increase this if the source slows down.",
                        "default": 600
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```