# AI Product Advertisement Email Sender (`bhansalisoft/ai-product-advertisement-email-sender`) Actor

AI Product Advertisement Email Sender- Create AI based product Advertisement Emails and Send Bulk Emails From Any Email Provider, so that you can send thousands of email.

- **URL**: https://apify.com/bhansalisoft/ai-product-advertisement-email-sender.md
- **Developed by:** [bhansalisoft](https://apify.com/bhansalisoft) (community)
- **Categories:** AI, Developer tools, Integrations
- **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $100.00 / 1,000 results

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

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

### AI Product Advertisement Email Sender

AI Product Advertisement Email Sender- AI based create Product Advertisement Email and Send Bulk Emails to Multiple recipient From Any Email Provider, so that you can send thousands of email by automation using this tool api or as Task schedular daily basis.

So our tools is help to send  AI BASED Bulk Email using Any SMTP Email Provide. 


### Feature
- ✅ AI based Email Draft for your product
- ✅ All Email  Provider Support using SMTP Configuration
- ✅ You can use this Email Sender Tool as Task daily Schedule for send daily Emails 
- ✅ This Tool can Email To Bulk recipient 
- ✅ 100% Real Time Status show sent/failed email.



### How to use
Search Using below parameter.

- First SMTP Configuration 
   SMTP Host: like smtp.gmail.com
   SMTP PORT : 25 without ssl, 465 with ssl
   SMTP UserName : Add your Email UserName
   SMTP Password : Add your Email password ..its secure field by apify
   UseSSL : if your email provider is ssl secured, then tick this

- Reciever Email List
   - Reciever Email Address List Comma Seperated : add your email list in Bulk
   - Subject : Enter Email Subject
   - Message : Enter Email Content
   - Enter Your Prompt :  AI Prompt for generate Email, we already added format.
   - Enter Product List : Enter your product list ,our tool will automatically pick one product and create profession Email.
                             Product list must be format like this  ProductName#ProductLink#BrandName 
   - Send Limit:  you can set daily sending limit.
   - Delay  : Request Delay on Every Email.
   

Click on Save and Start Button for Start Process of Email Sender.  


### check  demo video


if you face any issue , you can email us at bhansalisoft781986@gmail.com

# Actor input Schema

## `smtpHost` (type: `string`):

SMTP Host
## `smtpPort` (type: `string`):

SMTP PORT
## `smtpUsername` (type: `string`):

Username
## `smtpPassword` (type: `string`):

Password
## `useSSL` (type: `boolean`):

UseSSL
## `useTLS` (type: `boolean`):

useTLS
## `fromName` (type: `string`):

From Name
## `fromEmail` (type: `string`):

From Email
## `Prompt` (type: `string`):

Enter Your Prompt for generate Profession Email
## `ProductList` (type: `array`):

Enter Your Text Message which you want to send to Facebook user
## `ToEmail` (type: `array`):

Insert Reciever Email Address list where you want to send email
## `Reply_To_Email` (type: `string`):

Reply To Email
## `CC_Email` (type: `string`):

CC Email
## `BCC_Email` (type: `string`):

BCC Email
## `Delay` (type: `string`):

Delay on Every Email (Second)

## Actor input object example

```json
{
  "useSSL": false,
  "useTLS": false,
  "Prompt": "You are an expert email copywriter and digital marketing specialist.\n\nWrite a persuasive, professional, and engaging email marketing advertisement for the following product.\n\nProduct Information\nProduct Name: [PNAME]\nProduct URL: [PLINK]\nBrand Name: [BRAND]\n\nWrite a high-converting promotional email of approximately 500 words.\n\nThe email should include:\n\n- An attention-grabbing subject line (under 60 characters)\n- A compelling preheader (under 100 characters)\n- A friendly personalized greeting using Hello sir\n- An engaging introduction that immediately captures attention\n- Explain the customer's common problems and challenges\n- Introduce the product as the solution\n- Highlight the most important features with clear customer benefits\n- Explain how the product saves time, money, or effort\n- Create urgency without using misleading or exaggerated claims\n- Mention any discounts or limited-time offers if provided\n- End with a strong call-to-action encouraging the reader to visit the product page or purchase\n- Finish with a professional closing and brand signature\n\nWriting Style\n\n- Professional\n- Conversational\n- Trustworthy\n- Persuasive\n- Benefit-focused\n- Easy to read\n- Short paragraphs\n- Active voice\n- No hype or unrealistic promises\n- Suitable for B2B and SaaS products\n\nAvoid spam trigger words such as \"FREE MONEY\", \"GUARANTEED\", \"CLICK NOW\", \"100% RISK FREE\", or excessive capitalization and punctuation.\n\nOutput Requirements\n\nReturn ONLY valid JSON in the following format:\n\n{\n  \"Subject\": \"\",\n  \"Email_Body\": \"\"\n}\n\nThe Email_Body should be approximately 300 words and formatted using responsive HTML suitable for email clients. Use only inline HTML elements such as <h2>, <p>, <strong>, <ul>, <li>, and <a>. Do not include CSS, JavaScript, Markdown, or code fences. Use a clean, modern email layout with inline styling where appropriate. Return only the JSON object and nothing else.",
  "ProductList": [
    "Telegram Member Scraper#https://www.datascrapify.com/product/Telegram-Group-and-Channel-Member-Scraper#DataScrapify",
    "Telegram Member Scraper#https://www.datascrapify.com/product/Telegram-Group-and-Channel-Member-Scraper#DataScrapify"
  ],
  "ToEmail": [
    "test@gmail.com",
    "test1@gmail.com"
  ],
  "Delay": "10"
}
````

# 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 = {
    "smtpHost": "",
    "smtpPort": "",
    "smtpUsername": "",
    "fromName": "",
    "fromEmail": "",
    "Prompt": `You are an expert email copywriter and digital marketing specialist.

Write a persuasive, professional, and engaging email marketing advertisement for the following product.

Product Information
Product Name: [PNAME]
Product URL: [PLINK]
Brand Name: [BRAND]

Write a high-converting promotional email of approximately 500 words.

The email should include:

- An attention-grabbing subject line (under 60 characters)
- A compelling preheader (under 100 characters)
- A friendly personalized greeting using Hello sir
- An engaging introduction that immediately captures attention
- Explain the customer's common problems and challenges
- Introduce the product as the solution
- Highlight the most important features with clear customer benefits
- Explain how the product saves time, money, or effort
- Create urgency without using misleading or exaggerated claims
- Mention any discounts or limited-time offers if provided
- End with a strong call-to-action encouraging the reader to visit the product page or purchase
- Finish with a professional closing and brand signature

Writing Style

- Professional
- Conversational
- Trustworthy
- Persuasive
- Benefit-focused
- Easy to read
- Short paragraphs
- Active voice
- No hype or unrealistic promises
- Suitable for B2B and SaaS products

Avoid spam trigger words such as "FREE MONEY", "GUARANTEED", "CLICK NOW", "100% RISK FREE", or excessive capitalization and punctuation.

Output Requirements

Return ONLY valid JSON in the following format:

{
  "Subject": "",
  "Email_Body": ""
}

The Email_Body should be approximately 300 words and formatted using responsive HTML suitable for email clients. Use only inline HTML elements such as <h2>, <p>, <strong>, <ul>, <li>, and <a>. Do not include CSS, JavaScript, Markdown, or code fences. Use a clean, modern email layout with inline styling where appropriate. Return only the JSON object and nothing else.`,
    "ProductList": [
        "Telegram Member Scraper#https://www.datascrapify.com/product/Telegram-Group-and-Channel-Member-Scraper#DataScrapify",
        "Telegram Member Scraper#https://www.datascrapify.com/product/Telegram-Group-and-Channel-Member-Scraper#DataScrapify"
    ],
    "ToEmail": [
        "test@gmail.com",
        "test1@gmail.com"
    ],
    "Reply_To_Email": "",
    "CC_Email": "",
    "BCC_Email": "",
    "Delay": "10"
};

// Run the Actor and wait for it to finish
const run = await client.actor("bhansalisoft/ai-product-advertisement-email-sender").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 = {
    "smtpHost": "",
    "smtpPort": "",
    "smtpUsername": "",
    "fromName": "",
    "fromEmail": "",
    "Prompt": """You are an expert email copywriter and digital marketing specialist.

Write a persuasive, professional, and engaging email marketing advertisement for the following product.

Product Information
Product Name: [PNAME]
Product URL: [PLINK]
Brand Name: [BRAND]

Write a high-converting promotional email of approximately 500 words.

The email should include:

- An attention-grabbing subject line (under 60 characters)
- A compelling preheader (under 100 characters)
- A friendly personalized greeting using Hello sir
- An engaging introduction that immediately captures attention
- Explain the customer's common problems and challenges
- Introduce the product as the solution
- Highlight the most important features with clear customer benefits
- Explain how the product saves time, money, or effort
- Create urgency without using misleading or exaggerated claims
- Mention any discounts or limited-time offers if provided
- End with a strong call-to-action encouraging the reader to visit the product page or purchase
- Finish with a professional closing and brand signature

Writing Style

- Professional
- Conversational
- Trustworthy
- Persuasive
- Benefit-focused
- Easy to read
- Short paragraphs
- Active voice
- No hype or unrealistic promises
- Suitable for B2B and SaaS products

Avoid spam trigger words such as \"FREE MONEY\", \"GUARANTEED\", \"CLICK NOW\", \"100% RISK FREE\", or excessive capitalization and punctuation.

Output Requirements

Return ONLY valid JSON in the following format:

{
  \"Subject\": \"\",
  \"Email_Body\": \"\"
}

The Email_Body should be approximately 300 words and formatted using responsive HTML suitable for email clients. Use only inline HTML elements such as <h2>, <p>, <strong>, <ul>, <li>, and <a>. Do not include CSS, JavaScript, Markdown, or code fences. Use a clean, modern email layout with inline styling where appropriate. Return only the JSON object and nothing else.""",
    "ProductList": [
        "Telegram Member Scraper#https://www.datascrapify.com/product/Telegram-Group-and-Channel-Member-Scraper#DataScrapify",
        "Telegram Member Scraper#https://www.datascrapify.com/product/Telegram-Group-and-Channel-Member-Scraper#DataScrapify",
    ],
    "ToEmail": [
        "test@gmail.com",
        "test1@gmail.com",
    ],
    "Reply_To_Email": "",
    "CC_Email": "",
    "BCC_Email": "",
    "Delay": "10",
}

# Run the Actor and wait for it to finish
run = client.actor("bhansalisoft/ai-product-advertisement-email-sender").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 '{
  "smtpHost": "",
  "smtpPort": "",
  "smtpUsername": "",
  "fromName": "",
  "fromEmail": "",
  "Prompt": "You are an expert email copywriter and digital marketing specialist.\\n\\nWrite a persuasive, professional, and engaging email marketing advertisement for the following product.\\n\\nProduct Information\\nProduct Name: [PNAME]\\nProduct URL: [PLINK]\\nBrand Name: [BRAND]\\n\\nWrite a high-converting promotional email of approximately 500 words.\\n\\nThe email should include:\\n\\n- An attention-grabbing subject line (under 60 characters)\\n- A compelling preheader (under 100 characters)\\n- A friendly personalized greeting using Hello sir\\n- An engaging introduction that immediately captures attention\\n- Explain the customer'\''s common problems and challenges\\n- Introduce the product as the solution\\n- Highlight the most important features with clear customer benefits\\n- Explain how the product saves time, money, or effort\\n- Create urgency without using misleading or exaggerated claims\\n- Mention any discounts or limited-time offers if provided\\n- End with a strong call-to-action encouraging the reader to visit the product page or purchase\\n- Finish with a professional closing and brand signature\\n\\nWriting Style\\n\\n- Professional\\n- Conversational\\n- Trustworthy\\n- Persuasive\\n- Benefit-focused\\n- Easy to read\\n- Short paragraphs\\n- Active voice\\n- No hype or unrealistic promises\\n- Suitable for B2B and SaaS products\\n\\nAvoid spam trigger words such as \\"FREE MONEY\\", \\"GUARANTEED\\", \\"CLICK NOW\\", \\"100% RISK FREE\\", or excessive capitalization and punctuation.\\n\\nOutput Requirements\\n\\nReturn ONLY valid JSON in the following format:\\n\\n{\\n  \\"Subject\\": \\"\\",\\n  \\"Email_Body\\": \\"\\"\\n}\\n\\nThe Email_Body should be approximately 300 words and formatted using responsive HTML suitable for email clients. Use only inline HTML elements such as <h2>, <p>, <strong>, <ul>, <li>, and <a>. Do not include CSS, JavaScript, Markdown, or code fences. Use a clean, modern email layout with inline styling where appropriate. Return only the JSON object and nothing else.",
  "ProductList": [
    "Telegram Member Scraper#https://www.datascrapify.com/product/Telegram-Group-and-Channel-Member-Scraper#DataScrapify",
    "Telegram Member Scraper#https://www.datascrapify.com/product/Telegram-Group-and-Channel-Member-Scraper#DataScrapify"
  ],
  "ToEmail": [
    "test@gmail.com",
    "test1@gmail.com"
  ],
  "Reply_To_Email": "",
  "CC_Email": "",
  "BCC_Email": "",
  "Delay": "10"
}' |
apify call bhansalisoft/ai-product-advertisement-email-sender --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=bhansalisoft/ai-product-advertisement-email-sender",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "AI Product Advertisement Email Sender",
        "description": "AI Product Advertisement Email Sender- Create AI based product Advertisement Emails and Send Bulk Emails From Any Email Provider, so that you can send thousands of email.",
        "version": "0.0",
        "x-build-id": "5pydS5BBrBwPrabzb"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/bhansalisoft~ai-product-advertisement-email-sender/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-bhansalisoft-ai-product-advertisement-email-sender",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/bhansalisoft~ai-product-advertisement-email-sender/runs": {
            "post": {
                "operationId": "runs-sync-bhansalisoft-ai-product-advertisement-email-sender",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/bhansalisoft~ai-product-advertisement-email-sender/run-sync": {
            "post": {
                "operationId": "run-sync-bhansalisoft-ai-product-advertisement-email-sender",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "ToEmail"
                ],
                "properties": {
                    "smtpHost": {
                        "title": "SMTP Host",
                        "type": "string",
                        "description": "SMTP Host"
                    },
                    "smtpPort": {
                        "title": "SMTP PORT",
                        "type": "string",
                        "description": "SMTP PORT"
                    },
                    "smtpUsername": {
                        "title": "Username",
                        "type": "string",
                        "description": "Username"
                    },
                    "smtpPassword": {
                        "title": "Password",
                        "type": "string",
                        "description": "Password"
                    },
                    "useSSL": {
                        "title": "UseSSL",
                        "type": "boolean",
                        "description": "UseSSL",
                        "default": false
                    },
                    "useTLS": {
                        "title": "useTLS",
                        "type": "boolean",
                        "description": "useTLS",
                        "default": false
                    },
                    "fromName": {
                        "title": "From Name",
                        "type": "string",
                        "description": "From Name"
                    },
                    "fromEmail": {
                        "title": "From Email",
                        "type": "string",
                        "description": "From Email"
                    },
                    "Prompt": {
                        "title": "Prompt for generate Profession Email",
                        "type": "string",
                        "description": "Enter Your Prompt for generate Profession Email"
                    },
                    "ProductList": {
                        "title": "Enter Product List",
                        "type": "array",
                        "description": "Enter Your Text Message which you want to send to Facebook user"
                    },
                    "ToEmail": {
                        "title": "Reciever Email Address List Comma Seperated",
                        "type": "array",
                        "description": "Insert Reciever Email Address list where you want to send email"
                    },
                    "Reply_To_Email": {
                        "title": "Reply To Email",
                        "type": "string",
                        "description": "Reply To Email"
                    },
                    "CC_Email": {
                        "title": "CC Email",
                        "type": "string",
                        "description": "CC Email"
                    },
                    "BCC_Email": {
                        "title": "BCC Email",
                        "type": "string",
                        "description": "BCC Email"
                    },
                    "Delay": {
                        "title": "Delay on Every Email (Second)",
                        "type": "string",
                        "description": "Delay on Every Email (Second)"
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
