Pakwheels Scraper

Scrape used car listings from Pakwheels.com, Pakistan's largest automotive marketplace. Extract detailed car information including prices, specifications, mileage, and seller location.

Features

• Comprehensive Car Data - Extract title, price, year, mileage, fuel type, engine capacity, transmission, and location
• Flexible Filtering - Filter by city, car make, model, price range, and year range
• Accurate Pricing - Get exact prices in Pakistani Rupees (PKR), not approximate values
• Fast and Efficient - Optimized for speed with intelligent pagination
• Production Ready - Reliable extraction with fallback mechanisms

Use Cases

• Market research and price analysis for used cars in Pakistan
• Automotive inventory monitoring and competitor analysis
• Building car price comparison tools and databases
• Lead generation for automotive businesses
• Research on car depreciation and market trends

Input Configuration

Field	Type	Description	Default
startUrl	String	Direct Pakwheels search URL (overrides filters)	-
city	String	City filter (Lahore, Karachi, Islamabad, etc.)	-
make	String	Car manufacturer (Toyota, Honda, Suzuki, etc.)	-
model	String	Specific model (Corolla, Civic, City, etc.)	-
minPrice	Integer	Minimum price in PKR	-
maxPrice	Integer	Maximum price in PKR	-
minYear	Integer	Minimum model year	-
maxYear	Integer	Maximum model year	-
results_wanted	Integer	Maximum listings to collect	100
max_pages	Integer	Maximum pages to scrape	20
proxyConfiguration	Object	Apify proxy settings	Residential

Example Input

Search by City

{
  "city": "Lahore",
  "results_wanted": 50
}

Search by Make and Model

{
  "make": "Toyota",
  "model": "Corolla",
  "city": "Karachi",
  "results_wanted": 100
}

Search with Price and Year Range

{
  "city": "Islamabad",
  "minPrice": 2000000,
  "maxPrice": 5000000,
  "minYear": 2018,
  "maxYear": 2023,
  "results_wanted": 50
}

Direct URL

{
  "startUrl": "https://www.pakwheels.com/used-cars/toyota-corolla/lahore",
  "results_wanted": 100
}

Output Data

Each car listing includes the following fields:

Field	Type	Description
title	String	Car listing title (make, model, year)
url	String	Direct link to the listing
price	Integer	Price in PKR (exact value)
currency	String	Currency code (PKR)
year	Integer	Model year
mileage	String	Odometer reading
fuel_type	String	Petrol, Diesel, Hybrid, CNG, or Electric
engine_capacity	String	Engine displacement (cc)
transmission	String	Automatic or Manual
location	String	City where car is listed
image_url	String	Main listing image URL
is_featured	Boolean	Featured listing status
updated_at	String	Last update time

Sample Output

{
  "title": "Toyota Corolla 2020 Altis Grande CVT 1.8",
  "url": "https://www.pakwheels.com/used-cars/toyota-corolla-2020-for-sale-in-lahore-12345678",
  "price": 5850000,
  "currency": "PKR",
  "year": 2020,
  "mileage": "45,000 km",
  "fuel_type": "Petrol",
  "engine_capacity": "1800 cc",
  "transmission": "Automatic",
  "location": "Lahore",
  "image_url": "https://cache1.pakwheels.com/ad_pictures/abc123.jpg",
  "is_featured": false,
  "updated_at": "2 hours ago"
}

Supported Cities

Lahore, Karachi, Islamabad, Rawalpindi, Peshawar, Faisalabad, Multan, Gujranwala, and all other cities listed on Pakwheels.

Supported Car Makes

Toyota, Honda, Suzuki, Hyundai, KIA, Daihatsu, Nissan, Mercedes, BMW, Audi, and all other makes available on Pakwheels.

Tips for Best Results

1. Use city filter - Narrow down results to specific cities for faster scraping
2. Combine filters - Use make + model + city for targeted searches
3. Set reasonable limits - Use results_wanted to control output size
4. Price in PKR - All prices are returned as exact integers in Pakistani Rupees

Integrations

Export your data in multiple formats:

• JSON
• CSV
• Excel
• XML

Connect the scraper output to:

• Google Sheets
• Airtable
• Webhooks
• Slack notifications
• Email alerts

Cost Estimation

The scraper is optimized for efficiency:

• ~25 listings per page
• Average run: 0.5-2 minutes for 100 listings
• Minimal platform compute usage

Support

For issues, questions, or feature requests, please contact the developer or open an issue on the repository.

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This scraper is designed for legitimate research and data collection purposes. Please respect Pakwheels.com terms of service and use responsibly.