# Competitor Monitor — Website Change & Price Detection (`apikiy/competitor-monitor`) Actor

Monitor competitor websites for changes: track prices, detect stock availability, and monitor content modifications. Supports multi-page monitoring with scheduled runs for continuous competitor analysis. ⚠️ REQUIRES RESIDENTIAL PROXY to bypass anti-bot protection.

- **URL**: https://apify.com/apikiy/competitor-monitor.md
- **Developed by:** [Julien ApiKiy](https://apify.com/apikiy) (community)
- **Categories:** Automation
- **Stats:** 2 total users, 0 monthly users, 50.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $10.00 / 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

## Competitor Monitor - Website Change Detection & Price Tracker

> 🎯 **Monitor competitor websites for changes, track prices, detect stock availability, and stay ahead of the competition.**

[![Competitor Monitor](https://img.shields.io/badge/Apify-Competitor%20Monitor-blueviolet)](https://apify.com)
[![Price Tracker](https://img.shields.io/badge/Price-Tracker-green)](https://apify.com)
[![Stock Monitor](https://img.shields.io/badge/Stock-Monitor-orange)](https://apify.com)

### 🚀 Overview

**Competitor Monitor** is a powerful Apify Actor that automatically monitors competitor websites for changes. Built with PlaywrightCrawler for robust, anti-detection web scraping, it tracks content modifications, price changes, and stock availability across multiple pages.

Perfect for e-commerce businesses, market researchers, and anyone who needs to stay informed about competitor activities.

### ✨ Features

#### 📊 Monitoring Modes
- **Full Page Monitor** - Track any changes across entire web pages
- **CSS Selector Monitor** - Extract and monitor specific elements using CSS selectors
- **Price Tracker** - Dedicated price monitoring with smart parsing (US & EU formats)
- **Stock Monitor** - Detect out-of-stock and back-in-stock events

#### 💰 Price Tracking
- **Smart Price Parser** - Handles $1,299.99 (US) and 1.299,99 € (EU) formats
- **Price Drop Alerts** - Get notified when prices decrease
- **Threshold Control** - Only alert on significant price drops (configurable %)
- **Price History** - Complete price history stored in dataset

#### 📦 Stock Monitoring
- **Out of Stock Detection** - Detect "out of stock", "unavailable", "rupture de stock"
- **Back in Stock Alerts** - Know when items become available again
- **Multi-language Support** - Works with English, French, and other languages

#### 🔍 Change Detection
- **SHA-256 Hashing** - Reliable content comparison using cryptographic hashes
- **Diff Generation** - See exactly what changed between runs
- **Historical Data** - All snapshots stored in Apify dataset

#### 🛡️ Anti-Detection
- **Random User Agents** - Rotates through 7+ realistic browser fingerprints
- **Smart Delays** - 2-5 second random delays between requests
- **Proxy Support** - Works with Apify Proxy or custom proxy configurations
- **Concurrent Browsers** - Up to 5 concurrent browser instances (configurable)

### 📦 Installation

```bash
## Install dependencies
npm install

## Run tests
npm test

## Start the Actor locally
npm start
````

### 🎯 Usage

#### Basic Monitoring

```javascript
{
  "urls": [
    { "url": "https://competitor1.com/product" },
    { "url": "https://competitor2.com/pricing" }
  ],
  "mode": "selector",
  "selectors": [".product-title", ".price", ".description"]
}
```

#### Price Tracking

```javascript
{
  "urls": [
    { "url": "https://competitor.com/product/123" },
    { "url": "https://competitor.com/product/456" }
  ],
  "mode": "price",
  "priceSelector": ".product-price",
  "notifyPriceDrop": true,
  "priceDropThreshold": 10
}
```

#### Stock Monitoring

```javascript
{
  "urls": [
    { "url": "https://store.com/product/sku-123" }
  ],
  "mode": "stock",
  "stockSelector": ".availability",
  "outOfStockKeywords": ["out of stock", "sold out", "unavailable"],
  "inStockKeywords": ["in stock", "add to cart", "buy now"]
}
```

#### Multi-Page Monitoring with Schedule

```javascript
{
  "urls": [
    { "url": "https://competitor.com/products" },
    { "url": "https://competitor.com/pricing" },
    { "url": "https://competitor.com/about" }
  ],
  "mode": "selector",
  "selectors": ["h1", ".content", ".pricing-table"],
  "maxConcurrency": 3,
  "proxyConfiguration": { "useApifyProxy": true }
}
```

### 📋 Input Schema

| Parameter | Type | Default | Description |
|-----------|------|---------|-------------|
| `urls` | array | required | List of URLs to monitor |
| `mode` | string | `selector` | Monitor mode: `full-page`, `selector`, `price`, `stock` |
| `selectors` | array | `["body"]` | CSS selectors to extract (for selector mode) |
| `priceSelector` | string | `.price` | CSS selector for price element |
| `stockSelector` | string | `.stock-status` | CSS selector for stock status |
| `notifyOnChange` | boolean | `true` | Trigger on any content change |
| `notifyPriceDrop` | boolean | `true` | Trigger on price decrease |
| `priceDropThreshold` | number | `0` | Minimum % drop to trigger alert |
| `notifyOutOfStock` | boolean | `true` | Trigger when item goes out of stock |
| `notifyBackInStock` | boolean | `true` | Trigger when item comes back in stock |
| `maxConcurrency` | number | `5` | Max concurrent browser pages |
| `proxyConfiguration` | object | `{}` | Proxy settings |

### 📤 Output

Each scrape produces a dataset record with:

```javascript
{
  "url": "https://competitor.com/product",
  "title": "Product Page",
  "contentHash": "abc123...",
  "content": "Extracted content...",
  "price": 49.99,
  "currency": "USD",
  "inStock": true,
  "changed": true,
  "changeType": "price-drop",
  "previousHash": "def456...",
  "previousPrice": 59.99,
  "priceChangePercent": -16.67,
  "diff": "1 changed",
  "timestamp": "2024-01-15T10:30:00.000Z",
  "mode": "price",
  "triggered": true
}
```

### 🔄 Scheduling

For continuous monitoring, schedule the Actor to run automatically:

1. Go to the Actor page on Apify Console
2. Click "Schedule"
3. Set frequency (e.g., every 6 hours, daily)
4. Configure input for your monitoring needs

The Actor maintains state between runs using Apify's Key-Value Store, so each run compares against the previous state.

### 🛠️ Technical Details

- **Crawler**: PlaywrightCrawler (headless Chromium)
- **Anti-Detection**: Random user agents, smart delays, proxy support
- **Storage**: Apify Dataset (results) + Key-Value Store (state)
- **Concurrency**: Configurable up to 20 browsers (default 5)
- **Timeout**: 60 seconds per page

### 📝 Examples

#### Monitor Product Prices Across Competitors

```javascript
{
  "urls": [
    { "url": "https://amazon.com/dp/B09V3KXJPB" },
    { "url": "https://bestbuy.com/site/product/12345678" },
    { "url": "https://walmart.com/ip/123456789" }
  ],
  "mode": "price",
  "priceSelector": "#priceblock_ourprice, .a-price-whole",
  "notifyPriceDrop": true,
  "priceDropThreshold": 5
}
```

#### Monitor Competitor Feature Pages

```javascript
{
  "urls": [
    { "url": "https://competitor.com/features" }
  ],
  "mode": "selector",
  "selectors": [
    ".feature-list",
    ".pricing-tier",
    ".testimonial"
  ]
}
```

### 🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

### 💰 Pricing

Pay-per-use, no monthly fees:

| | Price |
|---|---|
| **Actor start** | $0.01 |
| **Per result** | $0.01 |

> 💡 Example: A run returning 500 results costs **$5.01** total ($0.01 start + 500 × $0.01).

### 📄 License

This project is licensed under the Apache 2.0 License - see the LICENSE file for details.

### 🔗 Related Actors

- [Website Content Crawler](https://apify.com/apify/website-content-crawler) - General purpose web scraping
- [SEO Audit](https://apify.com) - SEO analysis tools
- [Price Tracker](https://apify.com) - Specialized price monitoring

***

**Keywords**: website monitor, price tracker, competitor analysis, stock monitor, change detection, web scraping, automation, e-commerce monitoring, price drop alerts, stock availability, web change detection, competitor tracking, market monitoring, price comparison, product monitoring

**Tags**: `monitoring` `price-tracking` `competitor-analysis` `web-scraping` `automation` `e-commerce` `stock-monitoring` `change-detection`

# Actor input Schema

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

List of website URLs to monitor for changes. Enter one URL per line.

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

What to monitor on each page

## `selectors` (type: `array`):

CSS selectors to extract content from (for 'selector' mode). Supports multiple selectors.

## `priceSelector` (type: `string`):

CSS selector for price element (for 'price' mode). Must point to element containing the price.

## `stockSelector` (type: `string`):

CSS selector for stock status element (for 'stock' mode).

## `outOfStockKeywords` (type: `array`):

Keywords that indicate an item is out of stock (case-insensitive).

## `inStockKeywords` (type: `array`):

Keywords that indicate an item is in stock (case-insensitive).

## `notifyOnChange` (type: `boolean`):

Trigger a notification when any change is detected.

## `notifyPriceDrop` (type: `boolean`):

Trigger a notification when a price decreases.

## `priceDropThreshold` (type: `number`):

Only notify if price drops by at least this percentage.

## `notifyOutOfStock` (type: `boolean`):

Trigger a notification when an item goes out of stock.

## `notifyBackInStock` (type: `boolean`):

Trigger a notification when a previously out-of-stock item becomes available.

## `maxConcurrency` (type: `integer`):

Maximum number of concurrent browser pages.

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

Proxy configuration. REQUIRES RESIDENTIAL proxy group for this site. Go to https://console.apify.com/proxy to activate proxy.

## `proxyInfo` (type: `string`):

This actor requires a RESIDENTIAL proxy to work. Reason: Many sites block datacenter IPs. Without proxy, requests will be blocked (403). Enable proxy in your Apify account: https://console.apify.com/proxy

## Actor input object example

```json
{
  "urls": [
    {
      "url": "https://example.com"
    }
  ],
  "mode": "selector",
  "selectors": [
    "body"
  ],
  "priceSelector": ".price",
  "stockSelector": ".stock-status",
  "outOfStockKeywords": [
    "out of stock",
    "unavailable",
    "rupture de stock",
    "sold out",
    "currently unavailable"
  ],
  "inStockKeywords": [
    "in stock",
    "available",
    "disponible",
    "add to cart",
    "buy now"
  ],
  "notifyOnChange": true,
  "notifyPriceDrop": true,
  "priceDropThreshold": 0,
  "notifyOutOfStock": true,
  "notifyBackInStock": true,
  "maxConcurrency": 5,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

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

## JavaScript example

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

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

// Prepare Actor input
const input = {
    "urls": [
        {
            "url": "https://example.com"
        }
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("apikiy/competitor-monitor").call(input);

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

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

```

## Python example

```python
from apify_client import ApifyClient

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

# Prepare the Actor input
run_input = { "urls": [{ "url": "https://example.com" }] }

# Run the Actor and wait for it to finish
run = client.actor("apikiy/competitor-monitor").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "urls": [
    {
      "url": "https://example.com"
    }
  ]
}' |
apify call apikiy/competitor-monitor --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=apikiy/competitor-monitor",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Competitor Monitor — Website Change & Price Detection",
        "description": "Monitor competitor websites for changes: track prices, detect stock availability, and monitor content modifications. Supports multi-page monitoring with scheduled runs for continuous competitor analysis. ⚠️ REQUIRES RESIDENTIAL PROXY to bypass anti-bot protection.",
        "version": "0.1",
        "x-build-id": "w98dAXALbif4NX64T"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/apikiy~competitor-monitor/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-apikiy-competitor-monitor",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/apikiy~competitor-monitor/runs": {
            "post": {
                "operationId": "runs-sync-apikiy-competitor-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/apikiy~competitor-monitor/run-sync": {
            "post": {
                "operationId": "run-sync-apikiy-competitor-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "urls"
                ],
                "properties": {
                    "urls": {
                        "title": "URLs to Monitor",
                        "type": "array",
                        "description": "List of website URLs to monitor for changes. Enter one URL per line.",
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "mode": {
                        "title": "Monitor Mode",
                        "enum": [
                            "full-page",
                            "selector",
                            "price",
                            "stock"
                        ],
                        "type": "string",
                        "description": "What to monitor on each page",
                        "default": "selector"
                    },
                    "selectors": {
                        "title": "CSS Selectors",
                        "type": "array",
                        "description": "CSS selectors to extract content from (for 'selector' mode). Supports multiple selectors.",
                        "items": {
                            "type": "string"
                        },
                        "default": [
                            "body"
                        ]
                    },
                    "priceSelector": {
                        "title": "Price Selector",
                        "type": "string",
                        "description": "CSS selector for price element (for 'price' mode). Must point to element containing the price.",
                        "default": ".price"
                    },
                    "stockSelector": {
                        "title": "Stock Selector",
                        "type": "string",
                        "description": "CSS selector for stock status element (for 'stock' mode).",
                        "default": ".stock-status"
                    },
                    "outOfStockKeywords": {
                        "title": "Out of Stock Keywords",
                        "type": "array",
                        "description": "Keywords that indicate an item is out of stock (case-insensitive).",
                        "items": {
                            "type": "string"
                        },
                        "default": [
                            "out of stock",
                            "unavailable",
                            "rupture de stock",
                            "sold out",
                            "currently unavailable"
                        ]
                    },
                    "inStockKeywords": {
                        "title": "In Stock Keywords",
                        "type": "array",
                        "description": "Keywords that indicate an item is in stock (case-insensitive).",
                        "items": {
                            "type": "string"
                        },
                        "default": [
                            "in stock",
                            "available",
                            "disponible",
                            "add to cart",
                            "buy now"
                        ]
                    },
                    "notifyOnChange": {
                        "title": "Notify on Change",
                        "type": "boolean",
                        "description": "Trigger a notification when any change is detected.",
                        "default": true
                    },
                    "notifyPriceDrop": {
                        "title": "Notify on Price Drop",
                        "type": "boolean",
                        "description": "Trigger a notification when a price decreases.",
                        "default": true
                    },
                    "priceDropThreshold": {
                        "title": "Price Drop Threshold (%)",
                        "minimum": 0,
                        "maximum": 100,
                        "type": "number",
                        "description": "Only notify if price drops by at least this percentage.",
                        "default": 0
                    },
                    "notifyOutOfStock": {
                        "title": "Notify on Out of Stock",
                        "type": "boolean",
                        "description": "Trigger a notification when an item goes out of stock.",
                        "default": true
                    },
                    "notifyBackInStock": {
                        "title": "Notify on Back in Stock",
                        "type": "boolean",
                        "description": "Trigger a notification when a previously out-of-stock item becomes available.",
                        "default": true
                    },
                    "maxConcurrency": {
                        "title": "Max Concurrent Browsers",
                        "minimum": 1,
                        "maximum": 20,
                        "type": "integer",
                        "description": "Maximum number of concurrent browser pages.",
                        "default": 5
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Proxy configuration. REQUIRES RESIDENTIAL proxy group for this site. Go to https://console.apify.com/proxy to activate proxy.",
                        "default": {
                            "useApifyProxy": true
                        }
                    },
                    "proxyInfo": {
                        "title": "ℹ️ Proxy Information",
                        "type": "string",
                        "description": "This actor requires a RESIDENTIAL proxy to work. Reason: Many sites block datacenter IPs. Without proxy, requests will be blocked (403). Enable proxy in your Apify account: https://console.apify.com/proxy"
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```