# Otomoto.pl Scraper (`scraper-engine/otomoto-pl-scraper`) Actor

- **URL**: https://apify.com/scraper-engine/otomoto-pl-scraper.md
- **Developed by:** [Scraper Engine](https://apify.com/scraper-engine) (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 $4.99 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

## 🚗 Otomoto.pl Scraper

Scrape vehicle listings from **[Otomoto.pl](https://www.otomoto.pl)** — Poland's #1 automotive marketplace. Pull full ad details, photos, equipment lists, seller info, and price metadata into a clean, structured dataset in real time.

---

### ✨ Why Choose This Actor?

* **🛡️ Anti-bot ready** — built on Rust-backed [`impit`](https://github.com/apify/impit) for genuine browser-grade TLS + header fingerprints.
* **🚦 Smart proxy ladder** — starts **direct**, auto-escalates to **datacenter**, then **residential** (with 3 retries) if Otomoto pushes back. Once on residential, it stays sticky for the rest of the run.
* **⚡ Async + concurrent** — semaphore-bounded fan-out; tunable concurrency.
* **💾 Real-time output** — every ad is pushed to the dataset as it's parsed. A crash mid-run still leaves you the partial results.
* **🔎 Two ways to target** — paste full URLs *or* build a search from category / query / location / price / year filters.
* **📊 Four dataset views** — Overview, Seller, Equipment & Details, and Images.

---

### 🚀 Key Features

* Full advert payload (id, title, price, currency, images, description, mainFeatures, equipment groups, details, parameters dict, seller, category, packages, value-added services, price drops).
* Pagination handled automatically (cap with `maxItems`).
* Both **listing URLs** and **individual ad URLs** are supported in `startUrls`.
* Polish category aliases (`osobowe`, `dostawcze`, …) **and** English aliases (`cars`, `vans`, …).
* Graceful handling of Apify Store `LIMITED_PERMISSIONS` storages.
* Engaging real-time logs so you can watch the run unfold.

---

### 📥 Input

```json
{
  "startUrls": [
    { "url": "https://www.otomoto.pl/osobowe/volvo" }
  ],
  "category": "cars",
  "query": "volvo",
  "location": "Warszawa",
  "sort": "relevance_web",
  "minPrice": 50000,
  "maxPrice": 1000000,
  "minProductionYear": 1999,
  "maxProductionYear": 2015,
  "maxItems": 100,
  "concurrency": 10,
  "requestDelay": 0,
  "proxyConfiguration": { "useApifyProxy": false }
}
````

| Field | Type | Meaning |
|------|------|---------|
| `startUrls` | array | Listing **or** detail URLs. When non-empty, **overrides** all the search filters below. |
| `category` | string | `cars` / `vans` / `trucks` / `motorcycles` / `trailers` / `campers` / `construction` / `agricultural` |
| `query` | string | Brand or model keyword (e.g. `volvo`). |
| `location` | string | Free-text city filter (e.g. `Warszawa`). |
| `sort` | string | `relevance_web`, `created_at:desc`, `price:asc`, … |
| `minPrice` / `maxPrice` | integer | Price range in PLN. |
| `minProductionYear` / `maxProductionYear` | integer | Year range. |
| `maxItems` | integer | Hard cap on ads to scrape. |
| `concurrency` | integer | Parallel HTTP requests (1-50, default 10). |
| `requestDelay` | number | Float seconds between requests; random jitter added. |
| `proxyConfiguration` | object | Initial proxy choice. Defaults to **no proxy** — auto-escalates on blocks. |

***

### 📤 Output

Each row in the dataset matches the shape pushed by `Actor.push_data`:

```json
{
  "id": "6147721991",
  "status": "ACTIVE",
  "title": "Volvo V40 Cross Country T4 AWD Drive-E Momentum",
  "url": "https://www.otomoto.pl/osobowe/oferta/volvo-...-ID6I3dkj.html",
  "price": 52900,
  "priceList": { "value": "52900", "currency": "PLN", "labels": [], "isUnderBudget": false },
  "primaryImageUrl": "https://ireland.apollo.olxcdn.com/...",
  "images": ["https://...", "..."],
  "createdAt": "2026-05-18T11:59:02Z",
  "updatedAt": "2026-05-18T06:13:22.329980Z",
  "mainFeatures": ["2015", "85 000 km", "1 969 cm3", "Benzyna"],
  "description": "<p>Witam ...</p>",
  "seller": { "name": "Patryk", "type": "PRIVATE", "location": { "city": "Warszawa", ... } },
  "equipment": [ { "key": "audio_and_computing", "values": [ ... ] } ],
  "details": [ ... ],
  "detailsGroups": [ ... ],
  "parametersDict": { ... },
  "category": { "code": "609", "label": "Osobowe" },
  "isUsedCar": true,
  "verifiedCar": false,
  "priceDrop": null
}
```

The dataset ships with four prebuilt views in the Apify Console:

- 🚗 **Overview** — title, price, status, dates, primary image
- 👤 **Seller** — seller block per ad
- 🛠️ **Equipment & Details** — full equipment list + parameters dict
- 📸 **Images** — primary + all image URLs

***

### 🚀 How to Use (Apify Console)

1. Log in at <https://console.apify.com> → **Actors**.
2. Find **Otomoto.pl Scraper** and open it.
3. Configure your input — paste **Start URLs** or set **category** / **query** / **location** / price / year filters.
4. (Optional) Adjust **Max items**, **Concurrency**, and **Proxy** if needed.
5. Click **Start**.
6. Watch the **Log** tab in real time — you'll see ads stream in as 🟩 lines.
7. Open the **Output** tab when the run completes (or while it's running).
8. Export to **JSON / CSV / XLSX** with one click.

***

### 🤖 Use via API

Start a run via the Apify API:

```bash
curl -X POST "https://api.apify.com/v2/acts/<ACTOR_ID>/runs?token=$APIFY_TOKEN" \
     -H "Content-Type: application/json" \
     -d '{
       "startUrls": [{"url": "https://www.otomoto.pl/osobowe/volvo"}],
       "maxItems": 50
     }'
```

Or run synchronously and stream back the dataset:

```bash
curl -X POST \
  "https://api.apify.com/v2/acts/<ACTOR_ID>/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"category": "cars", "query": "volvo", "maxItems": 20}'
```

***

### 🌐 Proxy Strategy

The actor implements a **3-stage proxy ladder**:

1. **🟢 No proxy** — first request always tries direct.
2. **🟡 Datacenter** — on HTTP 403/429/5xx or an empty payload, escalate to Apify datacenter proxies.
3. **🔴 Residential** — if datacenter also blocks, escalate to residential. **Up to 3 retries** here; once residential is in play, it stays sticky for the rest of the run.

You can pre-set a starting stage from `proxyConfiguration` (e.g. `{"useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"]}` to start residential), but **escalation always runs** if Otomoto blocks you.

***

### 💰 Pricing

This actor uses **Pay-Per-Event (PPE)** monetization:

- **Run start** — flat startup charge (covered by Apify's first 5 seconds free policy under documented rules).
- **Per result item** — one chargeable event per ad successfully written to the dataset.

You only pay for ads that **actually land in your dataset**. Failed pages, blocked requests, and empty payloads are **not** billed.

***

### 🎯 Best Use Cases

- Price-trend monitoring across vehicle categories and regions.
- Used-car dealer competitor watch.
- Building a Polish vehicle classifieds dataset for ML / analytics.
- Lead generation from dealer / private-seller contact metadata.
- Comparative valuation for fleet sales.

***

### ❓ Frequently Asked Questions

**Q: Does this actor render JavaScript?**
A: No. Otomoto embeds the full ad payload in the page's `__NEXT_DATA__` script — we parse that directly. Faster, lighter, and more reliable than a headless browser for this site.

**Q: What happens if Otomoto blocks the run?**
A: We auto-escalate to datacenter, then residential proxies. The log clearly shows every proxy switch (🚦 lines). Residential is sticky once activated.

**Q: Can I scrape a single ad without setting up a search?**
A: Yes — paste the full `…/oferta/...-ID*.html` URL into `startUrls`.

**Q: Are partial results saved if the run crashes?**
A: Yes. Every ad is pushed live to the dataset, so a crash mid-run still leaves everything scraped up to that point.

**Q: Does it work outside Poland?**
A: It targets `otomoto.pl` specifically (Polish marketplace). The proxy ladder is geo-agnostic, but the data is Polish-language by nature.

***

### ⚠️ Cautions & Legal

- Data is collected only from **publicly available** Otomoto.pl pages.
- The end user is responsible for legal compliance (GDPR, target site Terms of Service, anti-spam regulations).
- Respect Otomoto's rate limits — keep `concurrency` and `requestDelay` reasonable. Good citizens get blocked less.

***

### 💬 Support & Feedback

Found a bug or have a feature request? Open an issue in the Actor's Apify Console **Issues** tab, or contact the developer via the Store profile.

# Actor input Schema

## `startUrls` (type: `array`):

Paste full Otomoto.pl URLs — supports BOTH listing pages (e.g. https://www.otomoto.pl/osobowe/volvo) and individual ad pages (e.g. https://www.otomoto.pl/osobowe/oferta/volvo-…-ID6I3dkj.html). ✨ When this list is non-empty, it OVERRIDES all the search filters below.

💬 For custom solutions or feature requests, contact us at dev.scraperengine@gmail.com

## `category` (type: `string`):

Category to search. Aliases (cars/vans/trucks/…) are auto-translated to the Otomoto slug.

## `query` (type: `string`):

Optional brand or model keyword appended to the category path (e.g. volvo → /osobowe/volvo).

## `location` (type: `string`):

Free-text city filter. Otomoto resolves this server-side (e.g. "Warszawa", "Kraków").

## `sort` (type: `string`):

How to sort the listing results.

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

Minimum price filter in Polish złoty.

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

Maximum price filter in Polish złoty.

## `minProductionYear` (type: `integer`):

Earliest production year (e.g. 1999).

## `maxProductionYear` (type: `integer`):

Latest production year (e.g. 2025).

## `maxItems` (type: `integer`):

Hard cap on the number of detail pages to scrape. Use this to stay within budget.

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

Override proxy settings. Leave disabled to use no proxy by default; the actor auto-falls back to DATACENTER, then RESIDENTIAL if blocked.

## Actor input object example

```json
{
  "startUrls": [
    "https://www.otomoto.pl/osobowe"
  ],
  "category": "cars",
  "query": "",
  "location": "",
  "sort": "relevance_web",
  "maxItems": 10,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# 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 = {
    "startUrls": [
        "https://www.otomoto.pl/osobowe"
    ],
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("scraper-engine/otomoto-pl-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 = {
    "startUrls": ["https://www.otomoto.pl/osobowe"],
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("scraper-engine/otomoto-pl-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 '{
  "startUrls": [
    "https://www.otomoto.pl/osobowe"
  ],
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call scraper-engine/otomoto-pl-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Otomoto.pl Scraper",
        "description": null,
        "version": "0.1",
        "x-build-id": "GRGaAaFI63wqU0Uq6"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scraper-engine~otomoto-pl-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scraper-engine-otomoto-pl-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scraper-engine~otomoto-pl-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scraper-engine-otomoto-pl-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scraper-engine~otomoto-pl-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scraper-engine-otomoto-pl-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                    "startUrls": {
                        "title": "🔗 Start URLs (listings or single ads)",
                        "type": "array",
                        "description": "Paste full Otomoto.pl URLs — supports BOTH listing pages (e.g. https://www.otomoto.pl/osobowe/volvo) and individual ad pages (e.g. https://www.otomoto.pl/osobowe/oferta/volvo-…-ID6I3dkj.html). ✨ When this list is non-empty, it OVERRIDES all the search filters below.\n \n 💬 For custom solutions or feature requests, contact us at dev.scraperengine@gmail.com",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "category": {
                        "title": "🏷️ Vehicle Category",
                        "enum": [
                            "cars",
                            "vans",
                            "trucks",
                            "motorcycles",
                            "trailers",
                            "campers",
                            "construction",
                            "agricultural"
                        ],
                        "type": "string",
                        "description": "Category to search. Aliases (cars/vans/trucks/…) are auto-translated to the Otomoto slug.",
                        "default": "cars"
                    },
                    "query": {
                        "title": "🔎 Brand / Model Query",
                        "type": "string",
                        "description": "Optional brand or model keyword appended to the category path (e.g. volvo → /osobowe/volvo).",
                        "default": ""
                    },
                    "location": {
                        "title": "📍 Location (city)",
                        "type": "string",
                        "description": "Free-text city filter. Otomoto resolves this server-side (e.g. \"Warszawa\", \"Kraków\").",
                        "default": ""
                    },
                    "sort": {
                        "title": "↕️ Sort Order",
                        "enum": [
                            "relevance_web",
                            "created_at:desc",
                            "created_at:asc",
                            "price:asc",
                            "price:desc",
                            "year:desc",
                            "year:asc"
                        ],
                        "type": "string",
                        "description": "How to sort the listing results.",
                        "default": "relevance_web"
                    },
                    "minPrice": {
                        "title": "💰 Min Price (PLN)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Minimum price filter in Polish złoty."
                    },
                    "maxPrice": {
                        "title": "💸 Max Price (PLN)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum price filter in Polish złoty."
                    },
                    "minProductionYear": {
                        "title": "📅 Min Production Year",
                        "minimum": 1900,
                        "maximum": 2030,
                        "type": "integer",
                        "description": "Earliest production year (e.g. 1999)."
                    },
                    "maxProductionYear": {
                        "title": "📆 Max Production Year",
                        "minimum": 1900,
                        "maximum": 2030,
                        "type": "integer",
                        "description": "Latest production year (e.g. 2025)."
                    },
                    "maxItems": {
                        "title": "🔢 Max Items",
                        "minimum": 1,
                        "maximum": 100000,
                        "type": "integer",
                        "description": "Hard cap on the number of detail pages to scrape. Use this to stay within budget.",
                        "default": 10
                    },
                    "proxyConfiguration": {
                        "title": "Proxy settings",
                        "type": "object",
                        "description": "Override proxy settings. Leave disabled to use no proxy by default; the actor auto-falls back to DATACENTER, then RESIDENTIAL if blocked.",
                        "default": {
                            "useApifyProxy": false
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```