# ▶️ YouTube B2B Email Scraper (`simpleapi/youtube-b2b-emails-scraper`) Actor

- **URL**: https://apify.com/simpleapi/youtube-b2b-emails-scraper.md
- **Developed by:** [SimpleAPI](https://apify.com/simpleapi) (community)
- **Categories:** Automation, Lead generation, Social media
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN 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

## ▶️ YouTube B2B Email Scraper

**Automatically discover verified business emails from YouTube social media profiles, posts, and bios** using intelligent Google SERP search patterns — no YouTube login required, no API keys needed.

> 📊 **Tier Rating:** TIER 1 — Excellent

---

### 🚀 Why Choose This Actor?

- ⚡ **Fast & Efficient** — Uses browser impersonation (not a full headless browser) for maximum speed with minimal resource usage
- 🎯 **B2B Focused** — 29 pre-built search patterns specifically engineered to find corporate emails (not Gmail/Yahoo noise)
- 🔒 **Smart Proxy Fallback** — Auto-escalates from direct → datacenter → residential proxy if blocked
- 📊 **Live Results** — Each email is saved to your dataset in real time as it's discovered
- 🌍 **Location Targeting** — Filter results by city, region, or country for hyper-local prospecting
- 🔑 **Multi-Keyword** — Process dozens of industries/niches in a single run

---

### ✨ Key Features

- 🏢 **B2B Mode** — Corporate email discovery (contact@, info@, team@, domain-specific)
- 👤 **Personal Mode** — Broader discovery including all email types
- 🎨 **29 Pattern Templates** — From booking emails to sponsorship inquiries
- 🔄 **Smart Deduplication** — Each email address appears only once in your results
- 📍 **Geographic Filtering** — Target specific cities or regions
- 🌐 **Platform Locked to YouTube** — Optimized search queries for YouTube.com
- ⚡ **Jitter Delays** — Human-like request timing to avoid detection
- 📈 **Real-Time Progress** — Live status updates and per-result logging

---

### 📥 Input Configuration

```json
{
  "keywords": ["marketing", "restaurants", "fitness"],
  "platform": "YouTube.com",
  "location": "London",
  "mode": "b2b",
  "maxEmails": 50,
  "maxEmailsPerPattern": 15,
  "selectedPatterns": ["email_for_bookings", "bio_email_basic", "contact_at_domain"],
  "proxyConfiguration": { "useApifyProxy": false }
}
````

| Field | Type | Description |
|-------|------|-------------|
| `keywords` | `array` | 🔑 Industries/niches to search (required) |
| `platform` | `string` | 🌐 Platform domain (default: `YouTube.com`) |
| `location` | `string` | 📍 City/region filter (optional, leave empty for global) |
| `mode` | `string` | 🎯 `b2b` (corporate emails) or `personal` (all types) |
| `maxEmails` | `integer` | 📊 Total email cap (1–50000, default: 10) |
| `maxEmailsPerPattern` | `integer` | 🔢 Per-pattern cap in B2B mode (default: 15) |
| `selectedPatterns` | `array` | 🎨 Specific patterns (empty = all 29 patterns) |
| `proxyConfiguration` | `object` | 🔒 Proxy settings (default: GOOGLE\_SERP proxy) |

***

### 📤 Output Format

Each discovered email is saved as a row in the Apify dataset:

```json
{
  "email": "info@example-business.com",
  "leadType": "b2b",
  "pattern": "email_for_bookings",
  "keyword": "marketing",
  "location": "London",
  "network": "YouTube.com",
  "title": "For bookings email info@example-business.com",
  "description": "Professional marketing agency serving London businesses...",
  "url": "https://www.youtube.com/...",
  "scraped_at": "2026-05-25T15:00:00Z"
}
```

| Field | Description |
|-------|-------------|
| `email` | ✅ The discovered business email address |
| `leadType` | 🏷️ `b2b` or `personal` |
| `pattern` | 🎨 B2B search pattern that found this email |
| `keyword` | 🔑 Keyword used in the search |
| `location` | 📍 Location filter applied |
| `network` | 🌐 Platform (e.g., YouTube.com) |
| `title` | 📋 Google result title containing the email |
| `description` | 📝 Snippet text from Google result |
| `url` | 🔗 Source YouTube page URL |
| `scraped_at` | ⏰ UTC timestamp when the email was found |

***

### 🎨 Available B2B Patterns

| Pattern | What It Finds |
|---------|--------------|
| `email_for_bookings` | 📅 Booking & reservation emails |
| `bio_email_basic` | 📧 Bio email mentions with emoji |
| `job_applications` | 💼 Hiring & careers emails |
| `email_direct_mention` | 📬 Direct "email us at" posts |
| `contact_at_domain` | 🏢 `info@`, `contact@`, `hello@`, etc. |
| `business_development` | 🤝 B2B & partnership emails |
| `careers_hiring` | 👥 Recruitment contacts |
| `hr_recruitment` | 🏭 HR department emails |
| `customer_service` | 🎧 Support & help desk emails |
| `sponsor_me` | 💰 Sponsorship opportunity emails |
| `professional_services` | 🔧 Agency & consulting contacts |
| `bio_email_emoji_extended` | 💌 📩 📮 Emoji email mentions |
| `dm_or_email` | 💬 DM or email CTA posts |
| + 16 more | ... |

***

### 🚀 How to Use (Apify Console)

1. 🔐 Log in at [console.apify.com](https://console.apify.com) → **Actors**
2. 🔍 Find **YouTube B2B Email Scraper** and click it
3. ⚙️ Configure your inputs:
   - Add your target keywords (e.g., `marketing`, `restaurants`)
   - Set your location (e.g., `London`, `New York`)
   - Choose mode: `B2B` for corporate emails
   - Set max emails (e.g., `100`)
4. ▶️ Click **Start**
5. 📊 Watch real-time logs as emails are discovered
6. 📋 Open the **Output** tab to see your results table
7. 📁 Export to **JSON / CSV / Excel**

***

### 🔒 Proxy Behavior

The actor uses a smart **3-tier proxy escalation system**:

```
1️⃣ Direct (no proxy)  →  impit browser impersonation
        ↓ If blocked
2️⃣ GOOGLE_SERP Datacenter  →  Apify's Google-optimized proxy
        ↓ If blocked
3️⃣ Residential Proxy  →  3 retry attempts
        ↓ If all fail
❌ Skip this request, continue with next query
```

Once escalated to residential, **all remaining requests use residential proxy** to maintain consistency.

***

### 🎯 Best Use Cases

- 🏢 **B2B Sales Outreach** — Find corporate emails of businesses in your niche
- 📍 **Local Business Prospecting** — Target businesses in specific cities
- 🤝 **Partnership Discovery** — Find influencer/brand partnership contact emails
- 📧 **Email List Building** — Build verified, corporate email lists for campaigns
- 🔍 **Market Research** — Understand which businesses are active in your niche

***

### ⚠️ Legal & Ethical Notice

- This actor only collects data from **publicly available** Google search results
- Only emails that appear in **public YouTube content** are collected.
- Users are responsible for compliance with **GDPR, CAN-SPAM, CCPA**, and applicable laws
- Do not use collected emails for spam or unsolicited bulk messaging
- Review YouTube's and Google's Terms of Service before use

***

### ❓ Frequently Asked Questions

**Q: Does this need a YouTube account?**
A: No — it searches Google for public YouTube content.

**Q: Will it find private account emails?**
A: No — only publicly indexed YouTube content is searched.

**Q: How many emails can I collect per run?**
A: Up to 50,000 per run. Run multiple times for larger lists.

**Q: What makes B2B mode different?**
A: B2B mode filters out Gmail, Yahoo, Outlook, and other personal email domains, returning only corporate/domain-specific emails.

**Q: Do I need Apify proxies?**
A: The default uses GOOGLE\_SERP datacenter proxy. Residential proxies are only escalated to if Google blocks requests.

***

### 📞 Support & Feedback

- 🐛 Report issues in the **Issues** tab
- 💡 Feature requests welcome
- ⭐ If this actor saves you time, please leave a review!

# Actor input Schema

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

🔎 Search terms for YouTube via Google (e.g. marketing, fitness, real estate). ✨ Add one or many keywords.

## `mode` (type: `string`):

👤 personal = Gmail/Outlook discovery | 🏢 b2b = corporate email patterns

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

👤 Personal mode: filter results to these domains (e.g. @gmail.com, @outlook.com). ⏭️ Ignored in B2B mode.

## `patterns` (type: `array`):

🏢 B2B only: 📂 empty list runs all patterns; or name specific keys from b2b\_patterns.py (e.g. email\_for\_bookings, bio\_email\_basic).

## `platform` (type: `string`):

📱 Target platform for email discovery (locked to YouTube).

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

🗺️ Geographic filter added to search queries (e.g. London, New York). 🌍 Leave empty for global results.

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

🎯 Maximum number of emails to collect across all keywords and patterns.

## `maxEmailsPerPattern` (type: `integer`):

📈 Cap emails collected per B2B search pattern (🏢 B2B mode only).

## `useProxy` (type: `boolean`):

✅ Enable proxy for Google Search requests. ⭐ Recommended: on for best results.

## `proxyConfiguration` (type: `object`):

🔧 Optional proxy override when 🛡️ Use Apify Proxy is enabled. 🎯 Leave as default for best performance.

## Actor input object example

```json
{
  "keywords": [
    "marketing"
  ],
  "mode": "b2b",
  "customDomains": [
    "@outlook.com",
    "@gmail.com"
  ],
  "patterns": [
    "email_for_bookings",
    "bio_email_basic",
    "contact_at_domain",
    "business_development"
  ],
  "platform": "YouTube.com",
  "location": "",
  "maxEmails": 10,
  "maxEmailsPerPattern": 15,
  "useProxy": true,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "GOOGLE_SERP"
    ]
  }
}
```

# 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": [
        "marketing"
    ],
    "customDomains": [
        "@outlook.com",
        "@gmail.com"
    ],
    "patterns": [
        "email_for_bookings",
        "bio_email_basic",
        "contact_at_domain",
        "business_development"
    ],
    "location": ""
};

// Run the Actor and wait for it to finish
const run = await client.actor("simpleapi/youtube-b2b-emails-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 = {
    "keywords": ["marketing"],
    "customDomains": [
        "@outlook.com",
        "@gmail.com",
    ],
    "patterns": [
        "email_for_bookings",
        "bio_email_basic",
        "contact_at_domain",
        "business_development",
    ],
    "location": "",
}

# Run the Actor and wait for it to finish
run = client.actor("simpleapi/youtube-b2b-emails-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 '{
  "keywords": [
    "marketing"
  ],
  "customDomains": [
    "@outlook.com",
    "@gmail.com"
  ],
  "patterns": [
    "email_for_bookings",
    "bio_email_basic",
    "contact_at_domain",
    "business_development"
  ],
  "location": ""
}' |
apify call simpleapi/youtube-b2b-emails-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=simpleapi/youtube-b2b-emails-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "▶️ YouTube B2B Email Scraper",
        "description": null,
        "version": "1.0",
        "x-build-id": "eWV6tYtXpGdkjhGy1"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/simpleapi~youtube-b2b-emails-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-simpleapi-youtube-b2b-emails-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/simpleapi~youtube-b2b-emails-scraper/runs": {
            "post": {
                "operationId": "runs-sync-simpleapi-youtube-b2b-emails-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/simpleapi~youtube-b2b-emails-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-simpleapi-youtube-b2b-emails-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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",
                "required": [
                    "keywords"
                ],
                "properties": {
                    "keywords": {
                        "title": "🔍 Keywords",
                        "type": "array",
                        "description": "🔎 Search terms for YouTube via Google (e.g. marketing, fitness, real estate). ✨ Add one or many keywords.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "mode": {
                        "title": "🎯 Extraction Mode",
                        "enum": [
                            "b2b",
                            "personal"
                        ],
                        "type": "string",
                        "description": "👤 personal = Gmail/Outlook discovery | 🏢 b2b = corporate email patterns",
                        "default": "b2b"
                    },
                    "customDomains": {
                        "title": "📬 Custom Email Domains",
                        "type": "array",
                        "description": "👤 Personal mode: filter results to these domains (e.g. @gmail.com, @outlook.com). ⏭️ Ignored in B2B mode.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "patterns": {
                        "title": "🔎 B2B Search Patterns",
                        "type": "array",
                        "description": "🏢 B2B only: 📂 empty list runs all patterns; or name specific keys from b2b_patterns.py (e.g. email_for_bookings, bio_email_basic).",
                        "items": {
                            "type": "string"
                        }
                    },
                    "platform": {
                        "title": "🌐 Platform",
                        "enum": [
                            "YouTube.com"
                        ],
                        "type": "string",
                        "description": "📱 Target platform for email discovery (locked to YouTube).",
                        "default": "YouTube.com"
                    },
                    "location": {
                        "title": "📍 Location",
                        "type": "string",
                        "description": "🗺️ Geographic filter added to search queries (e.g. London, New York). 🌍 Leave empty for global results.",
                        "default": ""
                    },
                    "maxEmails": {
                        "title": "📊 Maximum Total Emails",
                        "minimum": 1,
                        "maximum": 50000,
                        "type": "integer",
                        "description": "🎯 Maximum number of emails to collect across all keywords and patterns.",
                        "default": 10
                    },
                    "maxEmailsPerPattern": {
                        "title": "🧩 Max Emails Per B2B Pattern",
                        "minimum": 1,
                        "maximum": 5000,
                        "type": "integer",
                        "description": "📈 Cap emails collected per B2B search pattern (🏢 B2B mode only).",
                        "default": 15
                    },
                    "useProxy": {
                        "title": "🛡️ Use Apify Proxy",
                        "type": "boolean",
                        "description": "✅ Enable proxy for Google Search requests. ⭐ Recommended: on for best results.",
                        "default": true
                    },
                    "proxyConfiguration": {
                        "title": "⚙️ Advanced Proxy Settings",
                        "type": "object",
                        "description": "🔧 Optional proxy override when 🛡️ Use Apify Proxy is enabled. 🎯 Leave as default for best performance.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "GOOGLE_SERP"
                            ]
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
