# Caranddriver Cars Search Scraper (`stealth_mode/caranddriver-cars-search-scraper`) Actor

Scrape used car listings from Car and Driver's marketplace with 55+ data fields per vehicle. Collect pricing, specs, images, inventory status, and market data — perfect for dealers, researchers, and auto market analysts.

- **URL**: https://apify.com/stealth\_mode/caranddriver-cars-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, 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/docs.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.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/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

## Car and Driver Automotive Search Scraper: Extract Vehicle Listings Instantly

---

### What Is Car and Driver's Automotive Marketplace?

Car and Driver is a trusted automotive authority with a comprehensive used car marketplace. Their platform hosts thousands of vehicle listings across makes, models, years, and price ranges, updated daily. Manually collecting pricing, specifications, and market metadata is inefficient — the **Car and Driver Automotive Search Scraper** automates this workflow, delivering structured vehicle data suitable for inventory analysis, competitive pricing, and market research.

---

### Overview

The **Car and Driver Automotive Search Scraper** extracts vehicle listings from Car and Driver's used car search pages, transforming unstructured listings into richly detailed records. It serves:

- **Auto dealers** monitoring competitor inventory and pricing strategies
- **Pricing analysts** tracking market trends across makes, models, and regions
- **Data scientists** building automotive market datasets
- **Marketplace developers** aggregating vehicle data from multiple sources
- **Insurance companies** enriching vehicle records with market context

The scraper returns 55+ fields per vehicle, covering pricing, specifications, condition flags, media, and seller information — enabling comprehensive automotive data pipelines.

---

### Input Format

The scraper accepts a JSON configuration object with three primary parameters:

```json
{
  "urls": [
    "https://www.caranddriver.com/cars-for-sale/used"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}
````

| Parameter | Type | Description |
|---|---|---|
| `urls` | Array of strings | Direct links to Car and Driver search results pages. Add URLs one at a time or via bulk edit for prepared lists. |
| `max_items_per_url` | Integer | Maximum number of vehicles to extract per URL (e.g., `200`). Useful for limiting data volume or testing. |
| `ignore_url_failures` | Boolean | If `true`, the scraper continues running if some URLs fail; if `false`, a single failure stops the entire run. Recommended: `true` for bulk operations. |

> **Pro tip:** Use base search URLs with filters (e.g., `https://www.caranddriver.com/cars-for-sale/used?make=Toyota`) to target specific makes or models and maximize the relevance of each scraped page.

***

### Output Format & Field Definitions

Each vehicle record contains 55+ fields across six categories:

#### Vehicle Identification & Core Data

| Field | Type | Meaning |
|---|---|---|
| `ID` | String | Unique identifier for the vehicle listing in Car and Driver's system |
| `Stock ID` | String | Dealer's internal stock number for inventory tracking |
| `VIN` | String | Vehicle Identification Number (17 characters) — authoritative vehicle identifier |
| `Title` | String | Vehicle title (e.g., "2021 Toyota Camry LE") |
| `Title Long` | String | Extended vehicle title with additional details or seller info |
| `KBB Vehicle ID` | String | Kelley Blue Book reference ID for pricing lookups |
| `VDP Base URL` | String | Direct link to the vehicle's detail page on Car and Driver |

**Use case:** Link records to detailed pages or cross-reference with external databases using VIN and KBB ID.

***

#### Make, Model & Classification

| Field | Type | Meaning |
|---|---|---|
| `Make` | String | Vehicle manufacturer (e.g., "Toyota", "Ford") |
| `Make Code` | String | Standardized code for the make (e.g., "TOYOTA") |
| `Model` | String | Vehicle model name (e.g., "Camry", "Mustang") |
| `Model Code` | String | Standardized code for the model |
| `Year` | Integer | Model year (e.g., `2021`) |
| `Trim` | String | Trim level (e.g., "LE", "XLE", "Limited") |
| `Style ID` | String | Internal identifier for the specific style/configuration |
| `Body Style Sub Type` | String | Detailed body type (e.g., "Sedan 4-door", "SUV 2-door") |
| `Body Styles` | Array | List of applicable body style categories |
| `Class Series` | String | Vehicle class (e.g., "Midsize Car", "Compact SUV") |
| `Class Series Code` | String | Coded version of the class series |

**Use case:** Filter by make/model/year for targeted market analysis; group vehicles by body style for segment comparison.

***

#### Pricing & Market Data

| Field | Type | Meaning |
|---|---|---|
| `Price Advisor Enabled` | Boolean | Whether Car and Driver's price advisor tool is available for this vehicle |
| `Price Advisor Rule Enabled` | Boolean | Whether dynamic pricing rules are applied |
| `Pricing Detail` | Object | Detailed pricing breakdown (may include options, fees, dealer markup) |
| `Pricing History` | Array | Historical price data if the listing has been reduced or repriced |
| `All In Pricing` | Object | Total price including all fees and taxes |
| `Is Reduced Price` | Boolean | Flag indicating whether the price was recently reduced |
| `Has Special Offer` | Boolean | Whether the vehicle includes promotional incentives or rebates |
| `Market Extension` | String | Geographic market segment (helps identify regional pricing patterns) |
| `Priority` | Integer | Listing priority/ranking on the search results page |

**Use case:** Track price trends, identify bargains (reduced price flag), build regression models for market-rate estimation.

***

#### Performance & Efficiency Metrics

| Field | Type | Meaning |
|---|---|---|
| `Mileage` | Integer | Odometer reading in miles |
| `Engine` | String | Engine description (e.g., "V6 3.5L") |
| `Displacement UOM` | String | Unit of measure for engine displacement (typically "L" or "CC") |
| `Transmission` | String | Transmission type (e.g., "Automatic 8-speed", "Manual 5-speed") |
| `Drive Type` | String | Drivetrain (e.g., "All-Wheel Drive", "Front-Wheel Drive") |
| `Fuel Type` | String | Fuel source (e.g., "Gasoline", "Hybrid", "Electric") |
| `MPG City` | Float | City fuel economy (miles per gallon) |
| `MPG Highway` | Float | Highway fuel economy (miles per gallon) |
| `Accelerate` | String | 0–60 acceleration time if available |
| `Electric Component Info` | Object | Details on electric/hybrid powertrains |

**Use case:** Filter by fuel type for eco-conscious buyers; compare efficiency across competitors; estimate fuel costs.

***

#### Condition & Features

| Field | Type | Meaning |
|---|---|---|
| `Doors` | Integer | Number of doors (typically 2 or 4) |
| `Color` | String | Exterior paint color |
| `Has Leather Seats` | Boolean | Indicates premium leather interior |
| `Packages` | Array | Factory option packages installed |
| `Specifications` | Object | Extended specs (sunroof, cruise control, etc.) |
| `Truck Bed Size Description` | String | Bed dimensions for trucks (e.g., "5.5' bed") |
| `Days On Site` | Integer | Number of days the listing has been active |
| `Is Newly Listed` | Boolean | Flag for fresh inventory (typically < 7 days) |
| `Is Hot` | Boolean | Popularity indicator — high interest or bidding activity |

**Use case:** Identify newly listed deals; gauge market demand via "hot" flag; segment by features (leather, packages).

***

#### Media & Seller Information

| Field | Type | Meaning |
|---|---|---|
| `Images` | Array | URLs of vehicle photos (usually gallery thumbnails and high-res) |
| `Fyuse ID` | String | Interactive 360° or panoramic image ID (if available) |
| `Fyusion` | Boolean | Whether immersive media (360° view) is enabled |
| `VHR Preview` | Object | Vehicle history report preview (accidents, service records, etc.) |
| `Description` | String | Free-text seller description or listing notes |
| `Owner ID` | String | Seller's ID (for tracking repeat dealers) |
| `Owner Name` | String | Seller name or dealership name |
| `Owner` | Object | Extended seller information (contact, location) |
| `Phone` | String | Seller contact phone number |

**Use case:** Download images for analytics; identify repeat sellers; extract rich media for listings; parse VHR for condition assessment.

***

#### Listing Status & Services

| Field | Type | Meaning |
|---|---|---|
| `Listing Type` | String | Type of sale (e.g., "Private Party", "Dealer", "Auction") |
| `Listing Types` | Array | Multiple applicable listing categories |
| `Listing Package` | String | Premium package level (e.g., "Featured", "Standard") |
| `Lifestyle Categories` | Array | Categorization for lifestyle matching (e.g., "Family", "Off-Road") |
| `Status` | String | Current listing status (e.g., "Active", "Sold", "Expired") |
| `Insurance Partner Enabled` | Boolean | Whether insurance quotes are available |
| `Insurify Enabled` | Boolean | Whether Insurify integration is active for instant quotes |
| `Payment Services` | Array | Available financing or payment options |
| `Vehicle Protection Program` | String | Warranty or protection plan info |
| `Premium Spotlight` | Boolean | Whether the listing has paid promotional placement |

**Use case:** Filter by listing status to focus on active inventory; use premium flags to measure dealer spend; identify vehicles with protection programs.

***

### How to Use

1. **Identify search URLs** — Navigate to Car and Driver's used car marketplace and apply filters (make, price range, mileage, location). Copy the resulting search URL.

   Example: `https://www.caranddriver.com/cars-for-sale/used?make=Honda&priceRange=10000-25000`

2. **Configure input** — Paste the search URL into the `urls` array. Set `max_items_per_url` to limit results (e.g., `200` for 200 vehicles per URL).

3. **Enable error tolerance** — Set `ignore_url_failures: true` for robust bulk runs.

4. **Execute the scraper** — Start the run and monitor progress in the run log.

5. **Export & process** — Download results as JSON, CSV, or Excel. Pipe into your database, BI tool, or analysis workflow.

**Common tips:**

- Narrow search URLs to specific segments (year range, price band) for faster, more focused runs.
- Use `max_items_per_url: 200` to capture a representative sample without over-scraping.
- Combine multiple URLs to compare markets (e.g., urban vs. suburban dealers).

**Error handling:**

- If a URL times out, ensure `ignore_url_failures: true` to continue the run.
- Verify URLs point to search result pages, not individual vehicle detail pages.

***

### Use Cases & Business Value

**Dealer Networks & Franchises**

- Monitor competitor inventory in real time
- Track pricing strategies by market segment
- Identify market gaps (underserved makes/models)

**Pricing & Analytics**

- Build predictive models for vehicle fair-market value
- Analyze depreciation curves by year/make/model
- Detect rapid price drops and target opportunity buys

**Data Aggregators & Marketplaces**

- Feed enriched inventory data into custom platforms
- Benchmark Car and Driver listings against other sources
- Segment vehicles by lifestyle or buyer profile

**Research & Policy**

- Study automotive market trends (electric adoption, average age, regional preferences)
- Analyze supply-demand dynamics
- Support academic or regulatory research

The Car and Driver Automotive Search Scraper transforms raw marketplace data into actionable intelligence, enabling faster decision-making and deeper market understanding.

***

### Conclusion

The **Car and Driver Automotive Search Scraper** is a comprehensive solution for anyone needing structured vehicle data at scale. With 55+ fields spanning pricing, specifications, condition, media, and seller details, it powers everything from competitive analysis to machine-learning pipelines. Automate your automotive data workflows today and gain the market intelligence you need.

# Actor input Schema

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

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

## `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.caranddriver.com/cars-for-sale/used"
  ],
  "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.caranddriver.com/cars-for-sale/used"
    ],
    "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/caranddriver-cars-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://www.caranddriver.com/cars-for-sale/used"],
    "ignore_url_failures": True,
    "max_items_per_url": 20,
}

# Run the Actor and wait for it to finish
run = client.actor("stealth_mode/caranddriver-cars-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://www.caranddriver.com/cars-for-sale/used"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 20
}' |
apify call stealth_mode/caranddriver-cars-search-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Caranddriver Cars Search Scraper",
        "description": "Scrape used car listings from Car and Driver's marketplace with 55+ data fields per vehicle. Collect pricing, specs, images, inventory status, and market data — perfect for dealers, researchers, and auto market analysts.",
        "version": "0.0",
        "x-build-id": "zBGLgF4WquSAiD3a6"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/stealth_mode~caranddriver-cars-search-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-stealth_mode-caranddriver-cars-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/stealth_mode~caranddriver-cars-search-scraper/runs": {
            "post": {
                "operationId": "runs-sync-stealth_mode-caranddriver-cars-search-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/stealth_mode~caranddriver-cars-search-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-stealth_mode-caranddriver-cars-search-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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 Cars list urls to scrape",
                        "type": "array",
                        "description": "Add the URLs of the Cars 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"
                        }
                    },
                    "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```