# JamesEdition Cars Scraper - Low-cost💲🔥🚗💎🏎️ (`delectable_incubator/jamesedition-cars-scraper-low-cost`) Actor

🚗💎 Extract luxury car listings from JamesEdition with ease. This JamesEdition Scraper collects vehicle IDs, make, model, year, price, mileage, specifications, location, listing URLs, and more. Ideal for exotic car market research, automotive lead generation & global high-end car intelligence 🏎📊

- **URL**: https://apify.com/delectable\_incubator/jamesedition-cars-scraper-low-cost.md
- **Developed by:** [Prime Scrape](https://apify.com/delectable_incubator) (community)
- **Categories:** Lead generation, E-commerce, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.00005 / actor start

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

<p align="center">
  <img src="https://i.ibb.co/jkNS73wX/readme.png" alt="JamesEdition Luxury Cars Scraper" width="100%">
</p>

---

## 🏎️💎 JamesEdition Luxury Cars Scraper | Bulk Exotic Car Scraper | Apify Actor

### 🚀 Extract JamesEdition Luxury Car Listings in Seconds (No Code)

The **JamesEdition Luxury Cars Scraper (Apify Actor)** is a powerful, scalable and **SEO-optimized luxury vehicle scraping tool** designed to extract exotic car listings from JamesEdition at scale.

Collect structured data for **Ferrari, Lamborghini, Porsche, McLaren, Rolls-Royce, Bentley, Bugatti, Aston Martin, Mercedes-AMG, BMW M, and other luxury automotive brands** directly from JamesEdition search result URLs.

Perfect for **automotive market intelligence, luxury vehicle research, dealership monitoring, pricing analysis, lead generation, AI datasets, and investment research**.

---

### 🔥 Why This JamesEdition Cars Scraper?

✔ Best JamesEdition scraper on Apify

✔ Supports **bulk URL scraping (multi-search)**

✔ Extract luxury & exotic cars worldwide

✔ Fast & scalable vehicle data extraction

✔ 100% structured JSON / CSV / Excel output

✔ Ideal for automotive market intelligence

✔ Perfect for dealerships, brokers, investors & analysts

✔ No coding required

---

### 🎯 What This Scraper Does (Luxury Car Data Extraction)

This Apify Actor extracts **real-time luxury vehicle listings from JamesEdition search result pages**.

#### 📌 Core Features:

✅ Scrape JamesEdition luxury car listings

✅ Bulk URL scraping (SEO BOOST 🚀)

✅ Ferrari, Lamborghini, Porsche, Bentley, Rolls-Royce & more

✅ Automatic pagination handling

✅ Extract price, mileage, year & vehicle specifications

✅ Extract dealer information

✅ Extract vehicle images

✅ Extract vehicle location

✅ Extract vehicle detail URLs

✅ Clean structured dataset output

✅ High-speed extraction engine

---

### ⚡ Input Configuration (Simple & Powerful)

#### 🔥 BULK URL MODE (SEO BOOST 🚀)

````

{
"startUrls": \[
"https://www.jamesedition.com/cars/ferrari",
"https://www.jamesedition.com/cars/lamborghini",
"https://www.jamesedition.com/cars/porsche",
"https://www.jamesedition.com/cars/mclaren",
"https://www.jamesedition.com/cars/bentley"
],
"maxItems": 500
}

```

---

### 📊 Extracted Vehicle Data (Structured Output)

| Field        | Description          |
| ------------ | -------------------- |
| listingId    | Unique listing ID    |
| title        | Vehicle title        |
| brand        | Vehicle manufacturer |
| model        | Vehicle model        |
| year         | Manufacturing year   |
| price        | Vehicle price        |
| mileage      | Vehicle mileage      |
| fuelType     | Fuel type            |
| transmission | Transmission         |
| location     | Vehicle location     |
| dealerName   | Dealer name          |
| dealerUrl    | Dealer profile URL   |
| imageUrl     | Vehicle image        |
| listingUrl   | Vehicle detail URL   |

---

### 💡 Use Cases (High Demand SEO Keywords)

This JamesEdition scraper is used for:

🏎 Luxury car scraping

💎 Exotic car market research

📊 Luxury vehicle price analysis

🏢 Dealer inventory monitoring

📈 Automotive investment intelligence

🤖 AI training datasets (vehicle data)

🚗 Supercar market analytics

🌍 Global luxury automobile tracking

⚡ Bulk luxury car data extraction

---

### 🚀 Key Features (Apify SEO Optimized)

⚡ Bulk URL scraping support

🌍 Global luxury vehicle coverage

📌 Smart pagination system

🧠 Clean structured output

📊 High-speed scraping engine

🔁 Auto retry & stability system

💾 Export-ready datasets

⚙️ Scalable cloud execution (Apify Actor)

---

### 📤 Output Formats Supported

✔ JSON (structured API ready)

✔ CSV (Excel analysis)

✔ Excel XLSX (business reports)

✔ XML (data pipelines)

✔ HTML (dashboards)

---

### 📦 Example Output

```

{
"listingId": "JE987654",
"title": "2023 Ferrari SF90 Stradale",
"brand": "Ferrari",
"model": "SF90 Stradale",
"year": 2023,
"price": "$625,000",
"mileage": "1,200 mi",
"fuelType": "Hybrid",
"transmission": "Automatic",
"location": "Miami, Florida, USA",
"dealerName": "Luxury Auto Collection",
"dealerUrl": "https://dealer.example.com",
"imageUrl": "https://images.example.com/car.jpg",
"listingUrl": "https://www.jamesedition.com/cars/..."
}

````

---

### 🔥 Why This is the BEST JamesEdition Scraper on Apify?

✔ Optimized for Apify search ranking

✔ High-performance luxury vehicle scraping engine

✔ Bulk URL support (rare feature)

✔ Clean structured dataset output

✔ Enterprise-ready scalability

✔ Perfect for SEO traffic & marketplace visibility

---

### 💸 Pricing

This scraper runs on a **pay-per-result pricing model**.

You only pay for successfully extracted records.

💳 **Price:** $12.98 / 1,000 results

---

### ❓ FAQ (SEO BOOST SECTION)

#### Can I scrape multiple JamesEdition URLs at once?

Yes — bulk URL mode is fully supported.

#### Can I scrape Ferrari, Lamborghini and Porsche listings?

Yes — all supported JamesEdition vehicle categories can be scraped.

#### Is this scraper fast?

Yes — optimized for high-speed extraction.

#### Can I export vehicle data?

Yes — JSON, CSV, Excel, XML and HTML are supported.

#### Is coding required?

No — 100% no-code Apify Actor.

---

### ⚠️ Disclaimer

This tool is not affiliated with JamesEdition.

It is an independent data extraction solution.

---

### 🔗 Related Actors (Luxury Vehicle & Marketplace Intelligence)

We are building a full **PrimeScrape Automotive Intelligence Suite**:

👉 Coming Soon 🚀

---

### 🌍 PrimeScrape Ecosystem

Built for **data scraping, automation, AI training datasets, lead generation and market intelligence at scale**.

🏎 Luxury vehicle intelligence

🏢 Dealer & company intelligence

📈 Market analytics

🤖 AI datasets

⚙️ Automation pipelines

💎 High-value asset monitoring

---

### 📬 Support

⭐⭐⭐⭐⭐ Leave a review if you like this scraper

📩 Contact us for custom scraping solutions, enterprise integrations, dealership monitoring systems, automotive intelligence platforms, and large-scale data extraction projects.

# Actor input Schema

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

One or more JamesEdition cars search URLs to scrape.
## `maxItemsPerUrl` (type: `integer`):

Maximum number of listings per URL.
## `proxy` (type: `object`):

RESIDENTIAL US proxy recommended

## Actor input object example

```json
{
  "urls": [
    "https://www.jamesedition.com/cars/all",
    "https://www.jamesedition.com/cars/bmw"
  ],
  "maxItemsPerUrl": 100,
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  }
}
````

# Actor output Schema

## `overview` (type: `string`):

No description

## `detailed` (type: `string`):

No description

## `by_source` (type: `string`):

No description

# 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.jamesedition.com/cars/all",
        "https://www.jamesedition.com/cars/bmw"
    ],
    "maxItemsPerUrl": 100,
    "proxy": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ],
        "apifyProxyCountry": "US"
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("delectable_incubator/jamesedition-cars-scraper-low-cost").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.jamesedition.com/cars/all",
        "https://www.jamesedition.com/cars/bmw",
    ],
    "maxItemsPerUrl": 100,
    "proxy": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "US",
    },
}

# Run the Actor and wait for it to finish
run = client.actor("delectable_incubator/jamesedition-cars-scraper-low-cost").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.jamesedition.com/cars/all",
    "https://www.jamesedition.com/cars/bmw"
  ],
  "maxItemsPerUrl": 100,
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  }
}' |
apify call delectable_incubator/jamesedition-cars-scraper-low-cost --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "JamesEdition Cars Scraper - Low-cost💲🔥🚗💎🏎️",
        "description": "🚗💎 Extract luxury car listings from JamesEdition with ease. This JamesEdition Scraper collects vehicle IDs, make, model, year, price, mileage, specifications, location, listing URLs, and more. Ideal for exotic car market research, automotive lead generation & global high-end car intelligence 🏎📊",
        "version": "0.0",
        "x-build-id": "9znwn0xamTlazKD0a"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/delectable_incubator~jamesedition-cars-scraper-low-cost/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-delectable_incubator-jamesedition-cars-scraper-low-cost",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/delectable_incubator~jamesedition-cars-scraper-low-cost/runs": {
            "post": {
                "operationId": "runs-sync-delectable_incubator-jamesedition-cars-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/delectable_incubator~jamesedition-cars-scraper-low-cost/run-sync": {
            "post": {
                "operationId": "run-sync-delectable_incubator-jamesedition-cars-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "urls"
                ],
                "properties": {
                    "urls": {
                        "title": "Search URLs",
                        "type": "array",
                        "description": "One or more JamesEdition cars search URLs to scrape.",
                        "items": {
                            "type": "string"
                        },
                        "default": [
                            "https://www.jamesedition.com/cars/all",
                            "https://www.jamesedition.com/cars/bmw"
                        ]
                    },
                    "maxItemsPerUrl": {
                        "title": "Max Items per URL",
                        "type": "integer",
                        "description": "Maximum number of listings per URL.",
                        "default": 100
                    },
                    "proxy": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "RESIDENTIAL US proxy recommended",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ],
                            "apifyProxyCountry": "US"
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```