# Oliveyoung Reviews Scraper (`stealth_mode/oliveyoung-reviews-scraper`) Actor

Scrape detailed product reviews from Oliveyoung.co.kr with precision. Collect ratings, user photos, repurchase status, and 16+ fields per review — perfect for e-commerce analysts, beauty market researchers, and product sentiment analysis projects.

- **URL**: https://apify.com/stealth\_mode/oliveyoung-reviews-scraper.md
- **Developed by:** [Stealth mode](https://apify.com/stealth_mode) (community)
- **Categories:** Automation, Developer tools, E-commerce
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 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.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## Oliveyoung.co.kr Reviews Scraper: Extract Beauty Product Reviews at Scale
---

### What Is Oliveyoung.co.kr?

Oliveyoung.co.kr is South Korea's leading online beauty and skincare retailer, featuring millions of products across skincare, makeup, wellness, and personal care categories. With a highly engaged user base, the platform hosts hundreds of thousands of detailed product reviews — a goldmine of consumer sentiment and product insights. Manually collecting and analyzing this review data is impractical at scale. The **Oliveyoung Reviews Scraper** automates this process, delivering structured review records that unlock market insights in minutes.

---

### Overview

The **Oliveyoung Reviews Scraper** extracts product reviews directly from Oliveyoung detail pages, transforming unstructured feedback into clean, analyzable datasets. It is ideal for:

- **E-commerce analysts** tracking product sentiment and consumer trends
- **Market researchers** studying the Korean beauty market
- **Competitive intelligence teams** monitoring competitor products
- **Data scientists** building sentiment analysis or recommendation models
- **Brand managers** collecting customer feedback for product improvement

Key features include flexible sorting (by usefulness, date, rating), review-type filtering (photo reviews, monthly assessments, repurchases), and robust error handling for bulk operations.

---

### Input Format

The scraper accepts a JSON configuration object with the following parameters:

```json
{
  "urls": [
    "https://www.oliveyoung.co.kr/store/goods/getGoodsDetail.do?goodsNo=A000000255328&dispCatNo=100000100010013&tab=review"
  ],
  "sort_by": "USEFUL_SCORE_DESC",
  "review_type": "ALL",
  "ignore_url_failures": true,
  "max_items_per_url": 200
}
````

| Parameter | Type | Description | Options |
|---|---|---|---|
| `urls` | Array | Direct links to Oliveyoung product detail pages with review tabs | Any valid product URL |
| `sort_by` | String | How to order reviews in results | `USEFUL_SCORE_DESC` (most useful), `DATETIME_DESC` (newest), `RECOMMENDED_DESC` (most recommended), `RATING_DESC` (highest rating), `RATING_ASC` (lowest rating) |
| `review_type` | String | Filter reviews by category | `ALL` (all reviews), `PHOTO` (reviews with images), `MONTHLY` (1-month reviews), `REPURCHASE` (repurchase reviews) |
| `max_items_per_url` | Integer | Maximum reviews per URL (1–200) | Default: `20` |
| `ignore_url_failures` | Boolean | Continue scraping if a URL fails | `true` or `false` |

> **Tip:** Use `USEFUL_SCORE_DESC` for actionable feedback, `DATETIME_DESC` for recent sentiment, and `PHOTO` filter for detailed product assessments.

***

### Output Format

#### Example Output Record

```json
{
  "review_id": 60249268,
  "content": "✅️ 실사용후기\r\n\r\n만족하며 잘 사용한 제품이라 재구매했어요.\r\n\r\n순하고 용량도 넉넉한 편이여서\r\n민감한 피부에도 부담없이 막 사용하기 좋아요.\r\n\r\n가벼운, 거의 물 같은 제형인데도 꽤 촉촉해요.\r\n세안 후 두어번 레이어링해서 발라주는데\r\n끈적임 없고 속당김도 없고 피부가 편합니다.\r\n\r\n닦토로 사용하면 자극없이 피부결 정리에 좋고\r\n평소보다 피부가 예민해지면 \r\n화장솜에 듬뿍 뭍혀서 팩으로도 쓰는 편!\r\n\r\n여러가지 용도로 사용하기 좋은\r\n아주 잘 만든 육각형 토너 같은 느낌이에요👍🏻",
  "goods_dto": {
    "goods_number": "A000000248498",
    "item_number": "001",
    "legacy_goods_number": "8800307378220",
    "goods_name": "[NEW/리뉴얼] 아누아 어성초 77 히알루론산 수분 진정 토너 350ml 리필 기획세트 (+350ml 리필팩)",
    "option_name": " "
  },
  "review_score": 5,
  "has_photo": true,
  "is_repurchase": false,
  "is_month_use_review": false,
  "is_month_over_review": false,
  "review_type": "NORMAL",
  "useful_point": 2520,
  "photo_review_list": [
    {
      "image_sequence": 1,
      "image_path": "2026/05/27/6fc9fa8d70c847bda992d42abf7336b61779893250927.png"
    },
    {
      "image_sequence": 2,
      "image_path": "2026/05/27/e9c7df8405294dea99ec17298d46996e1779893260490.png"
    },
    {
      "image_sequence": 3,
      "image_path": "2026/05/27/57aafc7493a64e49ae9128b3839d1dad1779893269445.png"
    }
  ],
  "profile_dto": {
    "member_nickname": "뚜토리",
    "profile_image_url": "2022/03/10/1646842514305.png",
    "is_shutterbrity": false,
    "is_top_reviewer": true,
    "reviewer_rank": 865,
    "profile_key": "cGxMTTVNdXI3VDArQStqVWc1UU5Gdz09",
    "skin_type": "A04",
    "skin_tone": "B05",
    "skin_trouble": [
      "C01",
      "C03"
    ],
    "is_skin_type_matched": false,
    "is_skin_tone_matched": false
  },
  "created_date_time": "2026.05.27",
  "recommend_count": 1,
  "is_my_review": false,
  "is_recommended": false,
  "from_url": "https://www.oliveyoung.co.kr/store/goods/getGoodsDetail.do?goodsNo=A000000255328&dispCatNo=100000100010013&t_page=%EC%B9%B4%ED%85%8C%EA%B3%A0%EB%A6%AC%EA%B4%80&t_click=%EC%8A%A4%ED%82%A8%2F%ED%86%A0%EB%84%88_%EC%A0%84%EC%B2%B4__%EC%83%81%ED%92%88%EC%83%81%EC%84%B8&t_number=2&tab=review"
}
```

Each scraped review returns a comprehensive record with 16+ data fields:

#### Review Identification & Content

| Field | Meaning | Example |
|---|---|---|
| `Review ID` | Unique identifier for each review | `12345678` |
| `Content` | Full review text written by the user | `"Great product, very moisturizing..."` |
| `Review Type` | Category of the review | `PHOTO`, `MONTHLY`, `REPURCHASE`, or `NORMAL` |
| `Review Score` | Star rating (typically 1–5) | `5`, `4.5` |

#### Credibility & Usage Signals

| Field | Meaning | Interpretation |
|---|---|---|
| `Has Photo` | Whether the review includes product images | `true`/`false` — Photo reviews tend to be more trusted |
| `Is Repurchase` | Whether the reviewer bought the product again | `true`/`false` — Strong indicator of satisfaction |
| `Is Month Use Review` | Whether review was written exactly after 1 month of use | `true`/`false` — Reflects medium-term performance |
| `Is Month Over Review` | Whether review was written after 1+ month of use | `true`/`false` — Long-term feedback |
| `Useful Point` | Number of upvotes rating the review as helpful | `42`, `107` — Consensus measure of review quality |
| `Recommend Count` | Total recommendations from other users | `15` — Community validation |
| `Is Recommended` | Whether this specific review is marked as recommended | `true`/`false` |

#### User & Product Context

| Field | Meaning | Contains |
|---|---|---|
| `Profile DTO` | Reviewer's anonymized user profile data | Reviewer name, rank, number of reviews |
| `Goods DTO` | Product information object | Product ID, name, category, price |
| `Photo Review List` | Array of images attached to the review | Image URLs, captions, upload dates |
| `Created Date Time` | Timestamp when the review was posted | ISO 8601 format (e.g., `2024-01-15T10:30:00Z`) |
| `Is My Review` | Indicator whether you own this review | `true`/`false` — Useful for personal dashboards |

***

### How to Use

1. **Locate product URLs** — Browse Oliveyoung.co.kr and open any product detail page. Ensure the URL includes the product ID and navigates to the review tab.
2. **Build your configuration** — Add product URLs to the `urls` array. You can paste one URL or paste multiple URLs in bulk.
3. **Set sorting & filters** — Choose `sort_by` (e.g., `USEFUL_SCORE_DESC` for quality feedback) and `review_type` (e.g., `PHOTO` for visual reviews).
4. **Configure limits** — Set `max_items_per_url` to control volume per product (up to 200).
5. **Run the scraper** — Start the run and monitor progress in the logs.
6. **Export data** — Download results as JSON, CSV, or Excel for analysis.

**Best practices:**

- Use `MONTHLY` or `REPURCHASE` filters to prioritize high-intent reviews.
- Set `max_items_per_url` to `200` for comprehensive product coverage, or `50` for faster sampling.
- Sort by `USEFUL_SCORE_DESC` to surface the most actionable feedback.
- Enable `ignore_url_failures: true` when scraping multiple products to prevent interruptions.

***

### Use Cases & Business Value

- **Sentiment analysis:** Aggregate review scores and text to measure product satisfaction trends
- **Competitive benchmarking:** Compare competitor products by review volume, rating, and user feedback
- **Product development:** Identify feature requests, common complaints, and improvement opportunities from user reviews
- **Market research:** Analyze Korean beauty market demand, preferred ingredients, and seasonal trends
- **Influencer & content strategy:** Find highly-rated products and popular user testimonials for marketing campaigns
- **Recommendation systems:** Build personalized product recommendations based on review patterns and user preferences

The Oliveyoung Reviews Scraper transforms thousands of customer insights into machine-readable data, enabling data-driven decisions that improve product strategy, marketing, and customer experience.

***

### Conclusion

The **Oliveyoung.co.kr Reviews Scraper** is the essential tool for anyone leveraging Korean beauty market intelligence. With 16+ fields per review, flexible filtering, and seamless export, it eliminates the tedium of manual review collection and empowers you to extract actionable insights from one of Asia's largest beauty e-commerce platforms. Start scraping today and unlock competitive advantages in the beauty space.

# Actor input Schema

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

Add the URLs of the Products details urls you want to scrape. You can paste URLs one by one, or use the Bulk edit section to add a prepared list.

## `sort_by` (type: `string`):

Select your option to sort reviews

## `review_type` (type: `string`):

Select your option to filter by review type

## `ignore_url_failures` (type: `boolean`):

If true, the scraper will continue running even if some URLs fail to be scraped.

## `max_items_per_url` (type: `integer`):

The maximum number of items to scrape per URL.

## Actor input object example

```json
{
  "urls": [
    "https://www.oliveyoung.co.kr/store/goods/getGoodsDetail.do?goodsNo=A000000255328&dispCatNo=100000100010013&t_page=%EC%B9%B4%ED%85%8C%EA%B3%A0%EB%A6%AC%EA%B4%80&t_click=%EC%8A%A4%ED%82%A8%2F%ED%86%A0%EB%84%88_%EC%A0%84%EC%B2%B4__%EC%83%81%ED%92%88%EC%83%81%EC%84%B8&t_number=2&tab=review"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 20
}
```

# API

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

## JavaScript example

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

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

// Prepare Actor input
const input = {
    "urls": [
        "https://www.oliveyoung.co.kr/store/goods/getGoodsDetail.do?goodsNo=A000000255328&dispCatNo=100000100010013&t_page=%EC%B9%B4%ED%85%8C%EA%B3%A0%EB%A6%AC%EA%B4%80&t_click=%EC%8A%A4%ED%82%A8%2F%ED%86%A0%EB%84%88_%EC%A0%84%EC%B2%B4__%EC%83%81%ED%92%88%EC%83%81%EC%84%B8&t_number=2&tab=review"
    ],
    "ignore_url_failures": true,
    "max_items_per_url": 20
};

// Run the Actor and wait for it to finish
const run = await client.actor("stealth_mode/oliveyoung-reviews-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 = {
    "urls": ["https://www.oliveyoung.co.kr/store/goods/getGoodsDetail.do?goodsNo=A000000255328&dispCatNo=100000100010013&t_page=%EC%B9%B4%ED%85%8C%EA%B3%A0%EB%A6%AC%EA%B4%80&t_click=%EC%8A%A4%ED%82%A8%2F%ED%86%A0%EB%84%88_%EC%A0%84%EC%B2%B4__%EC%83%81%ED%92%88%EC%83%81%EC%84%B8&t_number=2&tab=review"],
    "ignore_url_failures": True,
    "max_items_per_url": 20,
}

# Run the Actor and wait for it to finish
run = client.actor("stealth_mode/oliveyoung-reviews-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 '{
  "urls": [
    "https://www.oliveyoung.co.kr/store/goods/getGoodsDetail.do?goodsNo=A000000255328&dispCatNo=100000100010013&t_page=%EC%B9%B4%ED%85%8C%EA%B3%A0%EB%A6%AC%EA%B4%80&t_click=%EC%8A%A4%ED%82%A8%2F%ED%86%A0%EB%84%88_%EC%A0%84%EC%B2%B4__%EC%83%81%ED%92%88%EC%83%81%EC%84%B8&t_number=2&tab=review"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 20
}' |
apify call stealth_mode/oliveyoung-reviews-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Oliveyoung Reviews Scraper",
        "description": "Scrape detailed product reviews from Oliveyoung.co.kr with precision. Collect ratings, user photos, repurchase status, and 16+ fields per review — perfect for e-commerce analysts, beauty market researchers, and product sentiment analysis projects.",
        "version": "0.0",
        "x-build-id": "Bea99o4k6PrpJxxhb"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/stealth_mode~oliveyoung-reviews-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-stealth_mode-oliveyoung-reviews-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/stealth_mode~oliveyoung-reviews-scraper/runs": {
            "post": {
                "operationId": "runs-sync-stealth_mode-oliveyoung-reviews-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/stealth_mode~oliveyoung-reviews-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-stealth_mode-oliveyoung-reviews-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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",
                "properties": {
                    "urls": {
                        "title": "URLs of the Products details urls to scrape",
                        "type": "array",
                        "description": "Add the URLs of the Products details urls you want to scrape. You can paste URLs one by one, or use the Bulk edit section to add a prepared list.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "sort_by": {
                        "title": "Sort by",
                        "enum": [
                            "USEFUL_SCORE_DESC",
                            "DATETIME_DESC",
                            "RECOMMENDED_DESC",
                            "RATING_DESC",
                            "RATING_ASC"
                        ],
                        "type": "string",
                        "description": "Select your option to sort reviews"
                    },
                    "review_type": {
                        "title": "Review type",
                        "enum": [
                            "ALL",
                            "PHOTO",
                            "MONTHLY",
                            "REPURCHASE"
                        ],
                        "type": "string",
                        "description": "Select your option to filter by review type"
                    },
                    "ignore_url_failures": {
                        "title": "Continue running even if some URLs fail to be scraped",
                        "type": "boolean",
                        "description": "If true, the scraper will continue running even if some URLs fail to be scraped."
                    },
                    "max_items_per_url": {
                        "title": "Max items per URL",
                        "type": "integer",
                        "description": "The maximum number of items to scrape per URL."
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
