# Lyko Product Search Scraper (`stealth_mode/lyko-product-search-scraper`) Actor

Scrape Lyko.com search results and collect 45+ fields per product — including price, brand, ratings, variants, images, and more. Perfect for price monitoring, market research, and competitive analysis in the beauty and personal care space.

- **URL**: https://apify.com/stealth\_mode/lyko-product-search-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, NaN 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

## Lyko.com Product Search Scraper: Extract Beauty Product Data at Scale

---

### What Is Lyko.com?

Lyko.com is a major Scandinavian e-commerce platform specializing in beauty, hair care, skincare, and personal care products. It carries thousands of SKUs across hundreds of brands, making it a valuable source for product intelligence. The **Lyko.com Product Search Scraper** automates the extraction of product data directly from Lyko's search results pages, eliminating manual collection and enabling large-scale analysis.

---

### Overview

This scraper targets Lyko.com search result URLs and collects structured product records for every item returned. It is built for:

- **Retailers & brands** monitoring pricing and product positioning
- **Market researchers** analyzing beauty category trends
- **Data aggregators** feeding product catalogs or comparison engines
- **E-commerce analysts** tracking sponsored placements and availability

Configurable item limits, pagination offset, and fault-tolerant URL handling make it suitable for both focused queries and large bulk runs.

---

### Input Format

```json
{
  "urls": [
    "https://lyko.com/sv/har?sortBy=popularity&count=1221&infinitescroll=1"
  ],
  "offset": 20,
  "ignore_url_failures": true,
  "max_items_per_url": 200
}
````

| Field | Type | Description |
|---|---|---|
| `urls` | `array` | One or more Lyko.com search result URLs to scrape. Use the `q=` parameter to target specific keywords (e.g., `lip`, `shampoo`). Supports `sortBy`, `count`, and `infinitescroll` query parameters. |
| `offset` | `integer` | Number of items to skip before scraping begins. Useful for paginating across large result sets. Default: `0`. |
| `ignore_url_failures` | `boolean` | If `true`, failed URLs are skipped and the run continues. Recommended `true` for bulk runs. Default: `true`. |
| `max_items_per_url` | `integer` | Maximum number of products to collect per URL. Default: `20`. Set higher (e.g., `200`) for comprehensive category coverage. |

> **Tip:** To collect a full category, construct the search URL increase `max_items_per_url` accordingly. Combine `offset` with multiple runs to paginate beyond Lyko's default page limits.

***

### Output Format

**Sample output**

```json
{
  "ticket": "eyJpaSI6InAtMzk4MC0xMjZQIiwidmkiOiIzOTgwLTEyNi0wMDAxIiwidGUiOiJsaXAiLCJycCI6MjEsInJpIjoiYmVlYzkxZTMtYjg1ZC00Mzc3LWE3ZjEtMDVkYjVjNmM2ZDQwIiwicCI6MzUuMCwidCI6IlNlYXJjaCJ9",
  "url": "/sv/gleeze/gleeze-twisted-lip-mask-paradise-pop",
  "should_cache": true,
  "meta": {
    "title": null,
    "elements": {}
  },
  "code": "3980-126-0001",
  "display_name": "Gleeze Twisted Lip Mask Paradise Pop",
  "entry_name": "Twisted Lip Mask",
  "color": "Paradise Pop",
  "price": {
    "current": 35.0,
    "comparison_prices": [],
    "currency": "SEK",
    "use_discount_styling": false,
    "discount_percent": null,
    "is_member_price": false,
    "is_combo_deal_price": false,
    "campaign_price_valid_until": null,
    "member_price": null,
    "member_price_valid_until": null,
    "cannot_be_combined_with_coupons": false,
    "vat_rate": 25.0,
    "unit_price": null
  },
  "images": [
    {
      "height": 2000,
      "width": 1621,
      "retouch_settings": null,
      "alt_text": "En tub märkt Gleezed Twisted Lip Mask bredvid en rosa hjärtformad kladd av läppmask.",
      "should_be_expanded": false,
      "url": "/globalassets/product-images/gleeze-twisted-lip-mask-paradise-pop-3980-126-0001_1.jpg?ref=437A377549"
    },
    {
      "height": 2000,
      "width": 2000,
      "retouch_settings": null,
      "alt_text": "En kvinna med hårklämmor, håller ett litet rör nära ansiktet, mot en färgstark abstrakt bakgrund.",
      "should_be_expanded": false,
      "url": "/globalassets/product-images/gleeze-twisted-lip-mask-paradise-pop-3980-126-0001_2.jpg?ref=BCDD01F991"
    },
    {
      "height": 2000,
      "width": 2000,
      "retouch_settings": null,
      "alt_text": "Två unga kvinnor med ljusa smink och hårspännen njuter av färgglada läppglans i en lekfull, pastellfärgad bakgrund.",
      "should_be_expanded": false,
      "url": "/globalassets/product-images/gleeze-twisted-lip-mask-paradise-pop-3980-126-0001_3.jpg?ref=C7AC89C44B"
    },
    {
      "height": 2000,
      "width": 2000,
      "retouch_settings": null,
      "alt_text": "Två tuber av läppglans märkta gleam med rosa och röda virvlar flyter bland färgglada sfärer.",
      "should_be_expanded": false,
      "url": "/globalassets/product-images/gleeze-twisted-lip-mask-paradise-pop-3980-126-0001_4.jpg?ref=C735C2DC51"
    }
  ],
  "brand_name": "Gleeze",
  "product_name": "Gleeze Twisted Lip Mask Paradise Pop",
  "product_serie": null,
  "product_collection": null,
  "size": 15.0,
  "unit": "ml",
  "deepest_category_url": "/sv/smink/lappar/lappglans",
  "badge_icon_image_url": null,
  "variation_type": "color",
  "variation_description": "Paradise Pop",
  "variant_selector_text_override": "",
  "is_sponsored": false,
  "rating": 4.9,
  "total_ratings": 8,
  "is_new": false,
  "circle_colors": [],
  "color_image_url": null,
  "delivery_information": "Fri frakt vid köp från 300 kr, kan skickas omgående",
  "is_digital": false,
  "is_charity": false,
  "allow_gift_wrap": true,
  "is_social_allowed": true,
  "fragrance_data": null,
  "is_ad": false,
  "lyko_tracking_data": null,
  "product_responsible_data": {
    "name": "Lyko Group AB ",
    "address": "Äppelbovägen 60",
    "postal_code": "786 91 Vansbro",
    "country": "Sverige",
    "contact": "https://lyko.com"
  },
  "hazard_codes": [],
  "warning_text": "",
  "offer_plate": null,
  "prescription_free_product": false,
  "nicotine_product": false,
  "online_status": {
    "interaction_type": "buy",
    "is_gwp_gift": false,
    "text": null,
    "text_styling": null,
    "next": null,
    "show_as_immediately_shippable": false,
    "show_as_slow_shippable": false
  },
  "modiface": null,
  "external_product_url": "",
  "cache": null,
  "component_name": "Avensia.Common.Features.Product.Commerce.ViewModels.VariantViewModel",
  "from_url": "https://lyko.com/sv/sok?q=lip&sortBy=popularity&count=220&infinitescroll=1&newSearch=0&skip=20"
}
```

Each product record contains up to 45 fields:

#### Core Identification

| Field | Meaning |
|---|---|
| `Ticket` | Internal scraper ticket ID for the request |
| `URL` | Direct URL to the product page |
| `Code` | Lyko's internal product/SKU code |
| `Entry Name` | Raw system-level product entry name |
| `Display Name` | Human-readable product name shown on the listing |
| `Slug` (via URL) | URL-friendly product identifier |
| `Component Name` | UI component used to render the product card |
| `Cache` | Cached data snapshot reference |
| `Should Cache` | Whether the response is eligible for caching |

#### Product Details

| Field | Meaning |
|---|---|
| `Product Name` | Full product name |
| `Brand Name` | Brand (e.g., L'Oréal, Redken, Fenty Beauty) |
| `Product Serie` | Product line or series within a brand |
| `Product Collection` | Collection grouping (e.g., seasonal or themed sets) |
| `Size` | Product size or quantity (e.g., `50ml`) |
| `Unit` | Unit of measurement (e.g., `ml`, `g`, `pcs`) |
| `Color` | Primary color name or code |
| `Circle Colors` | Array of swatch colors for color variant display |
| `Color Image URL` | URL of the color swatch image |
| `Images` | Array of product image URLs |

#### Pricing & Offers

| Field | Meaning |
|---|---|
| `Price` | Current price object (may include regular, sale, and member prices) |
| `Offer Plate` | Promotional offer badge data (e.g., "3 for 2", bundle deals) |

#### Variants & Display

| Field | Meaning |
|---|---|
| `Variation Type` | Type of variation (e.g., color, size, shade) |
| `Variation Description` | Descriptive label for the variant |
| `Variant Selector Text Override` | Custom label overriding default selector text |

#### Ratings & Social

| Field | Meaning |
|---|---|
| `Rating` | Average customer rating score |
| `Total Ratings` | Total number of ratings/reviews |
| `Is Social Allowed` | Whether social sharing features are enabled |

#### Categorization & Navigation

| Field | Meaning |
|---|---|
| `Deepest Category URL` | URL of the most specific category the product belongs to |
| `Meta` | SEO and metadata associated with the product |

#### Status & Availability

| Field | Meaning |
|---|---|
| `Online Status` | Whether the product is currently available online |
| `Is New` | Flags newly added products |
| `Is Sponsored` | Whether the listing is a paid/sponsored placement |
| `Is Ad` | Indicates advertisement status |
| `Is Digital` | Digital product flag (e.g., gift cards) |
| `Is Charity` | Flags charity-linked products |
| `Badge Icon Image URL` | URL of any promotional badge shown on the listing |
| `Delivery Information` | Shipping/delivery details associated with the product |

#### Compliance & Safety

| Field | Meaning |
|---|---|
| `Hazard Codes` | GHS/CLP hazard classification codes for regulated products |
| `Warning Text` | Safety warnings required for certain product types |
| `Prescription Free Product` | Flags over-the-counter pharmacy items |
| `Nicotine Product` | Flags nicotine-containing products |
| `Fragrance Data` | Fragrance ingredient or allergen data |
| `Product Responsible Data` | Responsible person/entity data (EU regulatory requirement) |

#### Tracking & External

| Field | Meaning |
|---|---|
| `Lyko Tracking Data` | Platform-specific analytics tracking payload |
| `External Product URL` | Link to product on an external retailer or brand site |
| `Allow Gift Wrap` | Whether gift wrapping is available for the product |
| `Modiface` | ModiFace AR try-on integration data (where available) |

***

### How to Use

1. **Build your search URL** — Go to Lyko.com, search for your keyword, and copy the URL. Append `&infinitescroll=1` for broader results.
2. **Set item limit** — Use `max_items_per_url` to control how many products to collect (up to `200` recommended per run).
3. **Use offset for pagination** — For large queries, run sequentially with increasing `offset` values (e.g., `0`, `200`, `400`).
4. **Run and export** — Start the scraper and download results as JSON or CSV.

**Common issues:**

- Ensure URLs include `infinitescroll=1` — standard paginated URLs may not load all items.
- If results are unexpectedly low, check that your search URL is returning products when opened in a browser.

***

### Use Cases & Business Value

- **Price intelligence:** Track price changes across beauty SKUs over time
- **Assortment analysis:** Understand which brands and product types dominate specific search queries
- **Competitive benchmarking:** Compare sponsored vs. organic product placement
- **Compliance auditing:** Collect hazard codes and warning text for regulatory datasets
- **Catalog enrichment:** Supplement internal product databases with images, ratings, and variant data

***

### Conclusion

The **Lyko.com Product Search Scraper** provides deep, structured access to one of Scandinavia's largest beauty retail catalogs. With 45+ fields per product and flexible pagination controls, it is a practical tool for anyone requiring reliable beauty product data at scale. Configure your search query, set your limits, and start extracting.

# Actor input Schema

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

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

## `offset` (type: `integer`):

The number of items to skip before starting to scrape.

## `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://lyko.com/sv/sok?q=lip&sortBy=popularity&count=81&infinitescroll=1"
  ],
  "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://lyko.com/sv/sok?q=lip&sortBy=popularity&count=81&infinitescroll=1"
    ],
    "offset": 0,
    "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/lyko-product-search-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://lyko.com/sv/sok?q=lip&sortBy=popularity&count=81&infinitescroll=1"],
    "offset": 0,
    "ignore_url_failures": True,
    "max_items_per_url": 20,
}

# Run the Actor and wait for it to finish
run = client.actor("stealth_mode/lyko-product-search-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://lyko.com/sv/sok?q=lip&sortBy=popularity&count=81&infinitescroll=1"
  ],
  "offset": 0,
  "ignore_url_failures": true,
  "max_items_per_url": 20
}' |
apify call stealth_mode/lyko-product-search-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Lyko Product Search Scraper",
        "description": "Scrape Lyko.com search results and collect 45+ fields per product — including price, brand, ratings, variants, images, and more. Perfect for price monitoring, market research, and competitive analysis in the beauty and personal care space.",
        "version": "0.0",
        "x-build-id": "vd6gvW2AIdOyNtBtH"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/stealth_mode~lyko-product-search-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-stealth_mode-lyko-product-search-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/stealth_mode~lyko-product-search-scraper/runs": {
            "post": {
                "operationId": "runs-sync-stealth_mode-lyko-product-search-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/stealth_mode~lyko-product-search-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-stealth_mode-lyko-product-search-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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 product search list urls to scrape",
                        "type": "array",
                        "description": "Add the URLs of the product search list 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"
                        }
                    },
                    "offset": {
                        "title": "Offset",
                        "type": "integer",
                        "description": "The number of items to skip before starting to scrape."
                    },
                    "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```