# Bandcamp Email Scraper Fast Advanced And Cheapest (`solid-scraper/bandcamp-email-scraper-fast-advanced-and-cheapest`) Actor

📧 Bandcamp Email Scraper—Fast, Advanced & Cheapest! 🚀 Extract targeted Bandcamp contact emails for marketing outreach, lead gen, and sales. ✅ Get accurate leads quickly with powerful filters—perfect for agencies and growth teams. 🔥

- **URL**: https://apify.com/solid-scraper/bandcamp-email-scraper-fast-advanced-and-cheapest.md
- **Developed by:** [SolidScraper](https://apify.com/solid-scraper) (community)
- **Categories:** Lead generation, Automation, Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.99 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

### Bandcamp Email Scraper - Fast, Advanced and Cheapest 📬

**Bandcamp Email Scraper - Fast, Advanced and Cheapest** helps you extract email addresses from Bandcamp using the keywords and email-domain filters you choose—so you can build cleaner lead lists without manually hunting across the web. Whether you’re running a **Bandcamp email scraper** for outreach, a **Bandcamp contact email extractor** for B2B prospecting, or a data analyst assembling a **Bandcamp artist email finder** dataset, this actor automates the workflow by scraping publicly available data and collecting matches at scale. In short: it’s a practical way to **scrape Bandcamp emails** and move faster from research to action.

---

### Why choose Bandcamp Email Scraper - Fast, Advanced and Cheapest?

| Feature | Benefit |
| --- | --- |
| ✅ **Keyword-based email discovery** | Lets you target the right Bandcamp-related leads using your own keywords |
| ✅ **Custom email-domain filters** | Focuses results on the email domains that match your outreach strategy (e.g. `@gmail.com`) |
| ✅ **Structured dataset output** | Writes each lead record into a dataset with consistent fields (`keyword`, `title`, `url`, `email`) |
| ✅ **Incremental saving** 💾 | Pushes results as it finds them so you don’t lose progress during long runs |
| ✅ **Resilience with retries and fallbacks** 🛡️ | Includes handling for empty or blocked result pages to improve run stability |
| ✅ **Scales across many keyword/domain pairs** 🌐 | Iterates through your combinations and stops when your email limit is reached |

---

### Key features

- ✅ **Accurate email extraction**: Extracts email addresses from scraped text content based on your selected domains  
- 🔎 **Flexible targeting inputs**: Uses your `keywords`, optional `location`, and `customDomains` to refine results for a **Bandcamp contact email extractor** workflow  
- 🛡️ **Resilient execution**: Includes logic to handle empty and blocked pages so runs are more reliable for automated **Bandcamp email harvesting software** use cases  
- 🔄 **Progress persistence**: Saves progress (including `seen_emails` and cursor state) while scraping so interruptions can resume cleanly  
- 📊 **Clean lead rows**: Each found match is pushed with the fields you need for downstream **Bandcamp mailing list builder** work (`network`, `keyword`, `title`, `description`, `url`, `email`)  
- 💾 **Dataset-first workflow**: Results are delivered into the actor dataset format for easy export to JSON/CSV  
- ⚙️ **Max limit to control runtime**: Stops when `maxEmails` is reached (helpful for cost control and predictable **fast Bandcamp email scraper** runs)

---

### Input

Provide input via an `input.json` file. Example structure:

```json
{
  "keywords": ["manager", "founder"],
  "location": "",
  "customDomains": ["@gmail.com", "@yahoo.com"],
  "maxEmails": 20
}
````

#### Input Fields

| Field | Required | Description |
| --- | --- | --- |
| `keywords` | ✅ Yes | A list of keywords used to find relevant Bandcamp leads. These drive which contacts the actor tries to collect emails for. |
| `location` | ❌ No | Optional location filter used to narrow results. Leave empty for no location filtering. |
| `customDomains` | ❌ No | Email domains the actor will match and extract (example format: `@gmail.com`, `@yahoo.com`). Using the domains you care about typically improves results. |
| `maxEmails` | ❌ No | Maximum number of emails to collect. The run stops once this number is reached. Higher values can take longer and don’t guarantee you’ll reach the target. |

***

### Output

The actor saves scraped results incrementally in the dataset as JSON rows.

Example output row:

```json
{
  "network": "Bandcamp.com",
  "keyword": "manager",
  "title": "No title",
  "description": "No data",
  "url": "No URL",
  "email": "example@gmail.com"
}
```

#### Output Fields

| Field | Type | Description |
| --- | --- | --- |
| `network` | string | The network/source label for the lead record (`Bandcamp.com`). |
| `keyword` | string | The keyword used for this lead discovery run. |
| `title` | string | The title extracted from the result item (falls back to `"No title"`). |
| `description` | string | The text content from the result description area (can be `"No data"` if missing). |
| `url` | string | The URL associated with the result item (falls back to `"No URL"`). |
| `email` | string | The extracted email address for the lead. |

***

### How to use Bandcamp Email Scraper - Fast, Advanced and Cheapest (via Apify Console)

1. **Open Apify Console**\
   Log in at https://console.apify.com and open the Actors page.

2. **Find the actor**\
   Search for **Bandcamp Email Scraper - Fast, Advanced and Cheapest** and open the actor details.

3. **Go to the INPUT section**\
   Use the built-in input form to set:
   `keywords`, optionally `location`, `customDomains`, and `maxEmails`.

4. **Set your email targeting** 🎯\
   Enter the email domains you want (like `@gmail.com`), because **Bandcamp contact email extractor** results are domain-driven.

5. **Choose your email cap** 📊\
   Set `maxEmails` to control how many unique emails the actor will collect before it stops.

6. **Click Run** 🚀\
   During the run, watch the logs to see progress and when the actor reaches your limit or stops due to low yield.

7. **Check the dataset** 💾\
   After completion, open the output dataset (Scraped Leads / “Scraped Leads” view) and export the results (JSON/CSV supported by Apify exports).

No coding required—get accurate results in minutes with this **Bandcamp email scraper API**-friendly dataset format.

***

### Advanced features & SEO optimization

- 🧭 **Resume-friendly long runs**: The actor persists progress using a cursor and previously seen emails, so you can continue where you left off—ideal for **automated Bandcamp email scraping** at scale.
- 📩 **Domain-optimized extraction**: Using `customDomains` improves focus for **Bandcamp artist email finder** and **Bandcamp leads email tool** workflows.
- 📋 **Incremental dataset pushing**: Results are pushed as they’re found, which is useful for monitoring quality early instead of waiting for the entire run.
- 🧰 **Built-in resilience**: Includes retries/fallback behavior for empty or blocked result pages, helping **advanced Bandcamp email scraper** runs stay productive.
- ⏱️ **Runtime control**: `maxEmails` is designed to help manage scraping time and cost by stopping after reaching your target.

***

### Best use cases

- 📈 **Marketing teams building outreach lists**: Collect Bandcamp emails fast to support campaigns and newsletter targeting for artists and labels.
- 🎓 **Market researchers mapping contact channels**: Build a dataset of Bandcamp leads (with `keyword`, `title`, `url`, and `email`) to analyze outreach patterns.
- 💼 **Recruiters and partnerships leads**: Use **Bandcamp email harvesting software** logic to find contact emails tied to relevant roles or business descriptions.
- 🧩 **CRM and pipeline automation**: Feed the dataset into lead workflows (e.g., enrichment steps after export) using the consistent dataset fields.
- 🧾 **Data analysts doing contact coverage audits**: Compare keyword/domain combinations by measuring how many unique emails you collect before hitting `maxEmails`.
- 🔁 **Cold email sequence builders**: Use **Bandcamp email extraction tool** outputs to draft targeted sequences with domain-aligned contact lists.
- ⚙️ **Developers integrating scraping into systems**: Export results and connect them to downstream automation—useful for a **Bandcamp email scraper API**-style pipeline.

***

### Technical specifications

- **Supported Input Formats**
  - ✅ `keywords` as an array of strings
  - ✅ `location` as a string (optional)
  - ✅ `customDomains` as an array of domains (e.g. `@gmail.com`)
  - ✅ `maxEmails` as an integer (1–10000)

- **Proxy Support**
  - ✅ Uses built-in proxy support for more reliable scraping during runs

- **Retry Mechanism**
  - ✅ Includes retry/fallback logic for empty/blocked result pages to improve resilience

- **Dataset Structure**
  - ✅ Dataset name: **Bandcamp Emails Dataset**
  - ✅ View: **Scraped Leads**
  - ✅ Dataset fields (pushed per lead): `network`, `keyword`, `title`, `description`, `url`, `email`

- **Rate Limits & Performance**
  - ⚠️ Performance varies depending on how many results are available and how high you set `maxEmails` (higher limits can take longer)

- **Limitations**
  - ❌ Results are limited by availability and the run stops when your `maxEmails` cap is reached
  - ❌ If there are fewer matching emails than your target, you may collect fewer than `maxEmails`

***

### FAQ

#### Will this Bandcamp email scraper find any emails on Bandcamp?

✅ Yes—**Bandcamp Email Scraper - Fast, Advanced and Cheapest** extracts email addresses from scraped publicly available content and only keeps matches that fit your `customDomains` filters.

#### What email domains should I use for best results?

✅ Start with the domains you actually want to contact (for example `@gmail.com` or `@yahoo.com`) in `customDomains`. The actor uses these domains to decide which emails to extract, which is why domain targeting often improves result quality for a **Bandcamp email extraction tool** workflow.

#### Can I resume if my run is interrupted?

✅ Yes. The actor persists progress (including `seen_emails` and a cursor) and resumes from the saved state, which helps for larger **automated Bandcamp email scraping** batches.

#### Is there a limit on how many emails I can collect?

✅ Yes—use `maxEmails` to set the maximum number of emails the actor will collect. Also note that free users have a maximum cap applied by the actor logic (the actor applies a free-tier cap of **100 emails maximum**).

#### Can I filter by location?

✅ Yes. You can provide `location` as a string. If you leave it empty, the actor runs without a location filter.

#### What does the dataset include for each lead?

✅ Each pushed lead row includes `network`, `keyword`, `title`, `description`, `url`, and `email`. This makes it straightforward to export and build a **Bandcamp mailing list builder** dataset.

#### Is this actor meant for production outreach at scale?

✅ It’s designed to help you assemble lead lists from publicly available sources. You should still validate and use the data responsibly and in compliance with applicable laws and platform rules.

#### How do I request data removal?

If you need data removal, contact **<dataforleads@gmail.com>**.

***

### Support & feature requests

Want to improve your **Bandcamp Email Scraper - Fast, Advanced and Cheapest** workflow? Share feedback via the email below:

- 💡 **Feature Requests**: Examples include CSV export customization, adding additional output fields, or supporting more input filtering options for **Bandcamp artist email finder** use cases.
- 📧 **Contact**: Email <dataforleads@gmail.com>

Your feedback directly helps shape the roadmap for this **Bandcamp email scraper**.

***

### Disclaimer

**This tool accesses publicly accessible sources only**. It does not access private profiles, authenticated data, or password-protected content. Data protection, privacy laws (including GDPR and CCPA), spam regulations, and platform terms compliance are your responsibility. For any data removal requests, contact **<dataforleads@gmail.com>**. Use **Bandcamp Email Scraper - Fast, Advanced and Cheapest** responsibly, ethically, and for legitimate purposes only.

*Get the most comprehensive, SEO-optimized Bandcamp Email Scraper - Fast, Advanced and Cheapest results—built for fast lead discovery at scale.*

# Actor input Schema

## `keywords` (type: `array`):

A list of keywords or queries to search for.

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

Location to filter search results.

## `customDomains` (type: `array`):

List of custom email domains

## `maxEmails` (type: `integer`):

Maximum number of emails to collect. The scraper will stop once this limit is reached. Setting a higher limit allows for more potential results but doesn't guarantee reaching that number. This helps save costs by controlling scraping time.

## Actor input object example

```json
{
  "keywords": [
    "manager",
    "founder"
  ],
  "location": "",
  "customDomains": [
    "@gmail.com",
    "@yahoo.com"
  ],
  "maxEmails": 20
}
```

# 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 = {
    "keywords": [
        "manager",
        "founder"
    ],
    "location": "",
    "customDomains": [
        "@gmail.com",
        "@yahoo.com"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("solid-scraper/bandcamp-email-scraper-fast-advanced-and-cheapest").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 = {
    "keywords": [
        "manager",
        "founder",
    ],
    "location": "",
    "customDomains": [
        "@gmail.com",
        "@yahoo.com",
    ],
}

# Run the Actor and wait for it to finish
run = client.actor("solid-scraper/bandcamp-email-scraper-fast-advanced-and-cheapest").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 '{
  "keywords": [
    "manager",
    "founder"
  ],
  "location": "",
  "customDomains": [
    "@gmail.com",
    "@yahoo.com"
  ]
}' |
apify call solid-scraper/bandcamp-email-scraper-fast-advanced-and-cheapest --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=solid-scraper/bandcamp-email-scraper-fast-advanced-and-cheapest",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Bandcamp Email Scraper Fast Advanced And Cheapest",
        "description": "📧 Bandcamp Email Scraper—Fast, Advanced & Cheapest! 🚀 Extract targeted Bandcamp contact emails for marketing outreach, lead gen, and sales. ✅ Get accurate leads quickly with powerful filters—perfect for agencies and growth teams. 🔥",
        "version": "1.0",
        "x-build-id": "tL4UzTXqCn4dL373r"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/solid-scraper~bandcamp-email-scraper-fast-advanced-and-cheapest/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-solid-scraper-bandcamp-email-scraper-fast-advanced-and-cheapest",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/solid-scraper~bandcamp-email-scraper-fast-advanced-and-cheapest/runs": {
            "post": {
                "operationId": "runs-sync-solid-scraper-bandcamp-email-scraper-fast-advanced-and-cheapest",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/solid-scraper~bandcamp-email-scraper-fast-advanced-and-cheapest/run-sync": {
            "post": {
                "operationId": "run-sync-solid-scraper-bandcamp-email-scraper-fast-advanced-and-cheapest",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "keywords"
                ],
                "properties": {
                    "keywords": {
                        "title": "Keywords or Queries",
                        "type": "array",
                        "description": "A list of keywords or queries to search for.",
                        "default": [
                            "manager",
                            "founder"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "location": {
                        "title": "Location",
                        "type": "string",
                        "description": "Location to filter search results.",
                        "default": ""
                    },
                    "customDomains": {
                        "title": "Enter Custom Email Domains (e.g. @gmail.com, @yahoo.com)",
                        "type": "array",
                        "description": "List of custom email domains",
                        "default": [
                            "@gmail.com",
                            "@yahoo.com"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxEmails": {
                        "title": "Enter Max Emails",
                        "minimum": 1,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Maximum number of emails to collect. The scraper will stop once this limit is reached. Setting a higher limit allows for more potential results but doesn't guarantee reaching that number. This helps save costs by controlling scraping time.",
                        "default": 20
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
