# RedNote Shop Scraper — Xiaohongshu Products & Vendors (`zhorex/rednote-shop-scraper`) Actor

Scrape RedNote (Xiaohongshu) e-commerce data — product listings, prices, sellers, and store catalogs. Track competitor pricing, find trending products, monitor your brand on China's #1 lifestyle commerce platform. 3 modes: product search, vendor products, product detail.

- **URL**: https://apify.com/zhorex/rednote-shop-scraper.md
- **Developed by:** [Sami](https://apify.com/zhorex) (community)
- **Categories:** E-commerce, Lead generation, Social media
- **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $7.50 / 1,000 product scrapeds

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

## RedNote Shop Scraper — Xiaohongshu Products & Vendor Data

Scrape RedNote (Xiaohongshu / Little Red Book) e-commerce data — product listings, prices, sellers, sales counts, SKU variants — without login. Built specifically for the booming RedNote shop surface that the all-in-one social scrapers don't cover.

### How to scrape RedNote products in 3 easy steps

1. **Go to [RedNote Shop Scraper](https://apify.com/zhorex/rednote-shop-scraper)** on Apify Store and click **"Try for free"**
2. **Choose your mode** — search products by keyword, scrape all products from a vendor, or get full detail for specific product URLs
3. **Click Run** and download your data in JSON, CSV, Excel, or XML

No coding required. No login needed. Works with Apify's free plan.

### What's RedNote Shop and why scrape it?

RedNote / Xiaohongshu launched its US e-commerce platform (RedShop) in **April-June 2026** alongside its existing Chinese market. With 300M+ monthly active users, it's the **fastest-growing social commerce platform in 2026**. Unlike Western marketplaces (Amazon, Shein, Temu), RedNote tightly couples product listings with social content — every product is tagged in posts, reviewed in notes, and sold by either brands or individual creators.

Scraping RedNote shop data lets you:

- **RedNote dropshipping research** — find trending products before they hit Amazon or Etsy
- **Xiaohongshu price monitoring** — track competitor pricing on China's #1 social commerce platform
- **RedNote brand monitoring** — track your products' listings, prices, and seller activity
- **Xiaohongshu vendor analysis** — analyze top sellers, their catalog, and category dominance
- **RedNote competitor intelligence** — see what products your competitors sell and at what prices
- **Cross-border arbitrage** — identify popular SKUs in China that haven't reached Western markets yet
- **Influencer-product correlation** — combine with the [RedNote All-in-One Scraper](https://apify.com/zhorex/rednote-xiaohongshu-scraper) to map products to the influencers tagging them

### What you can scrape

| Mode | What you get | Best for |
|------|-------------|----------|
| **Product Search** | Products matching a keyword, sortable by price or sales | Discovery, price benchmarking |
| **Vendor Products** | All products from a specific vendor / store | Competitor catalog analysis |
| **Product Detail** | Full data for specific product URLs (SKU variants, vendor, images) | Deep-dive on individual SKUs |

### Data fields per product

Each product result includes:

- **itemId** — RedNote product ID
- **title** — product name
- **salePrice / originalPrice / discountPct** — current and pre-discount pricing with % off
- **currency** — typically CNY for domestic, USD for cross-border
- **soldCount** — total units sold (popularity signal)
- **wantCount** — number of users who saved/wanted the product
- **cover / images** — product image URLs
- **vendor** — seller info (ID, name, rating)
- **category** — product category path
- **skus** — SKU variants with prices and stock
- **crossBorder** — flag for cross-border vs domestic listings
- **shippingOrigin** — country / region of origin
- **productUrl** — direct link
- **scrapedAt** — UTC timestamp

### Input examples

#### Search products by keyword

```json
{
    "mode": "product_search",
    "searchQuery": "skincare",
    "maxResults": 100,
    "sortBy": "sales",
    "minPrice": 50,
    "maxPrice": 500
}
````

#### Get all products from a vendor

```json
{
    "mode": "vendor_products",
    "vendorUrl": "https://www.xiaohongshu.com/barley/thanos/vendor/SELLER_ID",
    "maxResults": 200
}
```

#### Get full detail for specific products

```json
{
    "mode": "product_detail",
    "productUrls": [
        "https://www.xiaohongshu.com/goods-detail/PRODUCT_ID_1",
        "https://www.xiaohongshu.com/goods-detail/PRODUCT_ID_2"
    ]
}
```

### Output example — product

```json
{
    "mode": "product_search",
    "itemId": "642a1b3c0000000023019f7e",
    "title": "Skincare Set - Hydrating Toner + Serum + Moisturizer",
    "productUrl": "https://www.xiaohongshu.com/goods-detail/642a1b3c0000000023019f7e",
    "salePrice": 199.00,
    "originalPrice": 299.00,
    "discountPct": 33.4,
    "currency": "CNY",
    "soldCount": 12500,
    "wantCount": 5400,
    "cover": "https://...",
    "images": ["https://...", "https://..."],
    "vendor": {
        "sellerId": "5cfbc3f10000000018023ebb",
        "name": "BeautyBrand Official",
        "rating": 4.8
    },
    "category": "Beauty / Skincare / Sets",
    "skus": [
        {"skuId": "...", "spec": "Normal Skin", "price": 199.00, "stock": 1200},
        {"skuId": "...", "spec": "Sensitive Skin", "price": 199.00, "stock": 800}
    ],
    "crossBorder": false,
    "shippingOrigin": "China",
    "scrapedAt": "2026-05-05T22:00:00Z"
}
```

### Pricing

This Actor uses **Pay-Per-Event** pricing — only pay for results:

| What you pay | Price |
|--------------|-------|
| Per product scraped | **$0.0075** |
| Per vendor info record | **$0.025** |

**Typical costs**:

- Search 100 products: ~$0.75
- Scrape a vendor with 200 products: ~$1.53
- Detailed lookup of 50 products: ~$0.38
- Track 5 competitor vendors with 100 products each: ~$3.88

Apify platform compute costs (usage) are charged separately based on run duration. Most runs cost a few cents in compute.

### Scrape RedNote products with Python, JavaScript, or no code

Use this Actor directly from the Apify platform (no coding required), or call it programmatically:

**Python**

```python
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")

run = client.actor("zhorex/rednote-shop-scraper").call(run_input={
    "mode": "product_search",
    "searchQuery": "lipstick",
    "maxResults": 100,
    "sortBy": "sales"
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"{item['title']} — ¥{item['salePrice']} (sold {item['soldCount']})")
```

**JavaScript**

```javascript
import { ApifyClient } from 'apify-client';
const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });

const run = await client.actor('zhorex/rednote-shop-scraper').call({
    mode: 'product_search',
    searchQuery: 'lipstick',
    maxResults: 100,
    sortBy: 'sales'
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);
```

### Proxy configuration

Residential proxies are strongly recommended for reliable results — configured by default using Apify's residential proxy group. You can substitute your own proxy provider in the input.

### Use cases by industry

- **DTC brands**: monitor your own listings, track competitor prices, plan promotional campaigns
- **Dropshippers and resellers**: identify trending Chinese products before they hit Amazon, Etsy, Shopify
- **Sourcing agents**: scout Chinese products for clients in cosmetics, fashion, home goods
- **Market research firms**: build datasets on Chinese consumer goods trends
- **Investment analysts**: track e-commerce activity for Chinese consumer brands
- **AI / training data teams**: collect product data for recommendation systems and pricing models

### FAQ

**Does this need a proxy?**
Residential proxies are strongly recommended for reliable results. Datacenter proxies often fail. The default config uses Apify's residential pool.

**Does it work with Chinese keywords?**
Yes. RedNote is a Chinese-language platform — searches in Chinese return the most accurate results. English keywords also work but with fewer results.

**What's the difference between this and the RedNote All-in-One Scraper?**
The all-in-one focuses on **social content** (posts, profiles, comments, videos). This shop scraper focuses on **commerce** (product listings, vendors, prices, SKUs). They complement each other — combine them to map products to influencers who feature them.

**Can I track price changes over time?**
Yes. Schedule this Actor to run daily/weekly and store the data — you'll have a price history for any product or vendor.

**Is RedNote's RedShop accessible from outside China?**
Some product listings are accessible globally, others are domestic-only. Cross-border products are explicitly flagged in the output via the `crossBorder` field.

**Is there a RedNote / Xiaohongshu shop API?**
RedNote does not offer a public commerce API for international developers. This Actor is the best **Xiaohongshu shop API alternative in 2026** — extracts structured product data from the public web interface without any login.

**How fresh is the data?**
Live — every run fetches current data directly from RedNote's public pages. Prices and stock reflect what's visible at scrape time.

**Is scraping RedNote products legal?**
This Actor accesses only publicly visible product data — the same content any anonymous browser user can see. No login or authentication is bypassed. Always review your local laws and RedNote's terms of service for your specific use case.

### Integrations & data export

Export your data in JSON, CSV, Excel, or XML. Integrate with:

- **Google Sheets** — automatic data sync for price-tracking dashboards
- **Zapier / Make / n8n** — workflow automation and competitor alerts
- **REST API** — programmatic access from any language
- **Webhooks** — real-time notifications when scrapes complete

[See all integrations →](https://docs.apify.com/platform/integrations)

### Other scrapers by Zhorex

**Chinese Digital Intelligence Suite:**

- [RedNote All-in-One Scraper](https://apify.com/zhorex/rednote-xiaohongshu-scraper) — Posts, profiles, comments, videos (the social side)
- [Weibo Scraper](https://apify.com/zhorex/weibo-scraper) — China's Twitter (580M+ users)
- [Bilibili Scraper](https://apify.com/zhorex/bilibili-scraper) — China's YouTube (300M+ users)

**B2B Review Intelligence:**

- [G2 Reviews Scraper](https://apify.com/zhorex/g2-reviews-scraper)
- [Capterra Reviews Scraper](https://apify.com/zhorex/capterra-reviews-scraper)
- [Booking.com Reviews Scraper](https://apify.com/zhorex/booking-reviews-scraper)

**Other Tools:**

- [Perplexity AI Search Scraper](https://apify.com/zhorex/perplexity-ai-scraper)
- [Telegram Channel Scraper](https://apify.com/zhorex/telegram-channel-scraper)

***

### Your Review Matters ⭐

This is the **first dedicated RedNote / Xiaohongshu shop scraper on Apify with active support**. If it delivered the data you needed, **a 30-second review helps a lot**:

1. Go to the [RedNote Shop Scraper page](https://apify.com/zhorex/rednote-shop-scraper)
2. Click the star rating
3. Optionally leave a one-line note (e.g. "tracked 500 lipstick prices in 5 minutes")

**Why it matters**: reviews are the #1 signal Apify users check before trying a scraper. The first 5-10 reviews dramatically improve discovery for everyone.

**Found a bug or missing feature?** [Open an issue](https://apify.com/zhorex/rednote-shop-scraper/issues) on the Actor page — typically fixed within 48 hours.

***

*Last updated: May 2026 · Actively maintained · Built by the developer of the most-used RedNote / Xiaohongshu / Weibo / Bilibili scrapers on Apify.*

# Actor input Schema

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

What you want to scrape from RedNote's shop section.

## `searchQuery` (type: `string`):

Keyword to search for products. Required for 'product\_search' mode. Examples: 'skincare', 'lipstick', 'sneakers'.

## `vendorUrl` (type: `string`):

Vendor / store URL or seller ID. Required for 'vendor\_products' mode.

## `productUrls` (type: `array`):

One or more RedNote product URLs. Required for 'product\_detail' mode.

## `maxResults` (type: `integer`):

Maximum products to return. Applies to product\_search and vendor\_products modes.

## `sortBy` (type: `string`):

Sort order for product search results.

## `minPrice` (type: `integer`):

Optional: only return products with sale price >= this value (in CNY).

## `maxPrice` (type: `integer`):

Optional: only return products with sale price <= this value (in CNY).

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

Proxy settings. Residential proxies are strongly recommended for reliable results.

## Actor input object example

```json
{
  "mode": "product_search",
  "searchQuery": "skincare",
  "vendorUrl": "https://www.xiaohongshu.com/barley/thanos/vendor/SELLER_ID",
  "productUrls": [
    "https://www.xiaohongshu.com/goods-detail/PRODUCT_ID"
  ],
  "maxResults": 50,
  "sortBy": "general",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# 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 = {
    "mode": "product_search",
    "searchQuery": "skincare",
    "maxResults": 50
};

// Run the Actor and wait for it to finish
const run = await client.actor("zhorex/rednote-shop-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 = {
    "mode": "product_search",
    "searchQuery": "skincare",
    "maxResults": 50,
}

# Run the Actor and wait for it to finish
run = client.actor("zhorex/rednote-shop-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 '{
  "mode": "product_search",
  "searchQuery": "skincare",
  "maxResults": 50
}' |
apify call zhorex/rednote-shop-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "RedNote Shop Scraper — Xiaohongshu Products & Vendors",
        "description": "Scrape RedNote (Xiaohongshu) e-commerce data — product listings, prices, sellers, and store catalogs. Track competitor pricing, find trending products, monitor your brand on China's #1 lifestyle commerce platform. 3 modes: product search, vendor products, product detail.",
        "version": "1.0",
        "x-build-id": "VbFFuXaLwPwt6soml"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/zhorex~rednote-shop-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-zhorex-rednote-shop-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/zhorex~rednote-shop-scraper/runs": {
            "post": {
                "operationId": "runs-sync-zhorex-rednote-shop-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/zhorex~rednote-shop-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-zhorex-rednote-shop-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "mode"
                ],
                "properties": {
                    "mode": {
                        "title": "Scraping Mode",
                        "enum": [
                            "product_search",
                            "vendor_products",
                            "product_detail"
                        ],
                        "type": "string",
                        "description": "What you want to scrape from RedNote's shop section.",
                        "default": "product_search"
                    },
                    "searchQuery": {
                        "title": "Search Query",
                        "type": "string",
                        "description": "Keyword to search for products. Required for 'product_search' mode. Examples: 'skincare', 'lipstick', 'sneakers'."
                    },
                    "vendorUrl": {
                        "title": "Vendor URL or Seller ID",
                        "type": "string",
                        "description": "Vendor / store URL or seller ID. Required for 'vendor_products' mode."
                    },
                    "productUrls": {
                        "title": "Product URLs",
                        "type": "array",
                        "description": "One or more RedNote product URLs. Required for 'product_detail' mode.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxResults": {
                        "title": "Max Results",
                        "minimum": 1,
                        "maximum": 500,
                        "type": "integer",
                        "description": "Maximum products to return. Applies to product_search and vendor_products modes.",
                        "default": 50
                    },
                    "sortBy": {
                        "title": "Sort By",
                        "enum": [
                            "general",
                            "price_asc",
                            "price_desc",
                            "sales"
                        ],
                        "type": "string",
                        "description": "Sort order for product search results.",
                        "default": "general"
                    },
                    "minPrice": {
                        "title": "Min Price",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Optional: only return products with sale price >= this value (in CNY)."
                    },
                    "maxPrice": {
                        "title": "Max Price",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Optional: only return products with sale price <= this value (in CNY)."
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Proxy settings. Residential proxies are strongly recommended for reliable results.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ]
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```