Carwale Scraper 🚗

What does the CarWale Used Cars Scraper do?

CarWale Used Cars Scraper collects structured used-car listings from CarWale across Indian cities. Enter a city such as delhi, mumbai, or bangalore, choose the number of results, and optionally narrow the collection by fuel type, transmission, or budget.

Each dataset item includes vehicle identity, asking price, mileage, registration year, variant details, seller information, images, valuation data, feature lists, and listing-status indicators. The results are useful for used-car market research, dealer inventory analysis, pricing benchmarks, lead qualification, and automotive data projects.

Why use this Actor?

• City-level vehicle research - Compare used-car inventory and asking prices across Indian markets.
• Useful vehicle detail - Get make, model, version, trim, year, mileage, fuel type, transmission, drivetrain, and seating capacity.
• Pricing analysis - Use numeric asking prices, displayed price text, valuation estimates, and on-road price estimates.
• Seller and dealer research - Review seller names, seller categories, dealer identifiers, areas, and listing URLs.
• Focused collections - Combine city, fuel, transmission, and budget filters to create a relevant dataset.
• Automation-ready results - Download the dataset in common formats or connect it to schedules, webhooks, spreadsheets, and other workflows on Apify.
• Duplicate-safe output - Repeated listings are filtered so the final dataset contains unique listing records.

What data can you extract from CarWale?

The Actor returns one dataset item for each used-car listing it collects.

Field	Type	Description
car_name	String or null	Vehicle name shown in the listing.
price	Number or null	Numeric asking price in INR.
price_display	String or null	Human-readable price such as 8 Lakh.
kilometers	String or null	Mileage text as displayed on the listing.
kilometers_numeric	Number or null	Numeric mileage value.
fuel_type	String or null	Primary fuel type.
additional_fuel	String or null	Additional fuel information when available.
year	Number or null	Vehicle manufacturing year.
make	String or null	Vehicle manufacturer.
model	String or null	Vehicle model.
version_name	String or null	Version or variant name.
trim_name	String or null	Trim information.
transmission	String or null	Transmission description.
drivetrain	String or null	Drivetrain configuration when available.
seating_capacity	Number or null	Number of seats.
city	String or null	City shown for the listing.
area_name	String or null	Local area or neighborhood.
owner_type	String or null	Owner category shown by the source.
owners_id	Number or null	Source owner-category identifier.
seller_type	Number, string, or null	Seller classification from the source.
seller_name	String or null	Seller or dealer display name.
warranty_type	Number, string, or null	Source warranty value when available.
image_url	String or null	Primary vehicle image URL.
dealership_logo_url	String or null	Dealer logo URL when available.
url	String or null	Direct CarWale listing URL.
profile_id	String or null	Source profile identifier.
stock_id	String or null	Listing stock identifier.
dealer_id	Number or null	Source dealer identifier.
city_id	Number or null	Source city identifier.
make_id	Number or null	Source make identifier.
model_id	Number or null	Source model identifier.
version_id	Number or null	Source version identifier.
body_style_id	Number or null	Source body-style identifier.
root_id	Number or null	Source root-model identifier.
root_name	String or null	Root model name.
slot_id	Number, string, or null	Source listing-slot identifier.
slot_type	Number, string, or null	Source listing-slot classification.
package_id	Number or null	Source package identifier.
valuation_price	Number or null	Valuation estimate when available.
on_road_price	Number or null	On-road price estimate when available.
valuation_url	String or null	Link to valuation information.
finance_url	String or null	Link to financing information.
emi_text	String or null	EMI summary text.
emi_detail	Object or null	EMI details when supplied by the source.
key_features	Array	Vehicle feature list.
key_highlights	Array	Listing highlight values.
stock_images	Array	Additional vehicle image URLs or image values.
is_trusted	Boolean	Whether the listing has the trusted indicator.
is_premium	Boolean	Whether the listing has the premium indicator.
is_luxury_car	Boolean	Whether the source marks the vehicle as luxury.
is_top_variant	Boolean	Whether the source marks the listing as a top variant.
legitimacy_status	Number, string, or null	Source listing legitimacy value.
booking_status	Number, string, or null	Source booking-status value.
source_page	Number	Page number from which the listing was collected.

How to use the CarWale Used Cars Scraper

1. Open the Actor in Apify Console.
2. Enter the CarWale city slug in city.
3. Set results_wanted and max_pages for the size of the collection.
4. Add optional fuel, transmission, and budget filters.
5. Run the Actor and review the dataset preview.
6. Download the results or connect the dataset to your next workflow.

All input fields are optional. If you do not provide them, the Actor uses Delhi, 20 results, 5 pages, and no fuel, transmission, or budget filter.

Input Parameters

Parameter	Type	Required	Default	Description
city	String	No	"delhi"	CarWale city slug, for example delhi, mumbai, or bangalore.
results_wanted	Integer	No	20	Maximum number of unique listings to save. Minimum value is 1.
max_pages	Integer	No	5	Maximum number of listing pages to process. Minimum value is 1.
fuel_type	String	No	""	Fuel filter: petrol, diesel, cng, electric, or empty for all fuel types.
transmission	String	No	""	Transmission filter: manual, automatic, or empty for all transmissions.
budget_min	Integer	No	Not set	Minimum budget in INR.
budget_max	Integer	No	Not set	Maximum budget in INR.
proxyConfiguration	Object	No	{ "useApifyProxy": false }	Optional Apify proxy settings for the run.

Usage Examples

Basic City Collection

Collect up to 20 used-car listings from Delhi using the default page limit.

{
  "city": "delhi",
  "results_wanted": 20,
  "max_pages": 5
}

Fuel and Transmission Filters

Collect automatic petrol cars from Mumbai and request a larger result set.

{
  "city": "mumbai",
  "fuel_type": "petrol",
  "transmission": "automatic",
  "results_wanted": 60,
  "max_pages": 8
}

Budget-Focused Collection

Collect cars in a defined INR budget range from Bangalore.

{
  "city": "bangalore",
  "budget_min": 400000,
  "budget_max": 1200000,
  "results_wanted": 80,
  "max_pages": 10
}

Sample Output

The following example shows the shape of one dataset item. Some source values can be empty or null when a listing does not publish them.

{
  "car_name": "Hyundai Venue SX 1.0 Turbo iMT",
  "price": 799999,
  "price_display": "8 Lakh",
  "kilometers": "32,079",
  "kilometers_numeric": 32079,
  "fuel_type": "Petrol",
  "additional_fuel": "",
  "year": 2021,
  "make": "Hyundai",
  "model": "Venue [2019-2022]",
  "version_name": "SX 1.0 Turbo iMT",
  "trim_name": "SX",
  "transmission": "Clutchless Manual (IMT)",
  "drivetrain": "",
  "seating_capacity": 5,
  "city": "Mumbai",
  "area_name": "Mulund (W)",
  "owner_type": null,
  "owners_id": 1,
  "seller_type": 1,
  "seller_name": "Arihant Motors",
  "warranty_type": 0,
  "image_url": "https://imgd.aeplcdn.com/400x300/vimages/202609/4787611_2427_1788601080126.jpg?qp=80&fit=true",
  "dealership_logo_url": "https://d9qgigtestb1c.cloudfront.net/thumbs/p-certprog-ver1/certprogs_images/arihantcars_1743836919910.jpg",
  "url": "https://www.carwale.com/used/mumbai/hyundai-venue/zro1lits/",
  "profile_id": "D7289106",
  "stock_id": "zro1lits",
  "dealer_id": 4780,
  "city_id": 1,
  "make_id": 8,
  "model_id": 1194,
  "version_id": 7440,
  "body_style_id": 12,
  "root_id": 515,
  "root_name": "Venue",
  "slot_id": 0,
  "slot_type": 2,
  "package_id": -1,
  "valuation_price": 786887,
  "on_road_price": 1205166,
  "valuation_url": "https://www.carwale.com/api/valuation/?version=7440&year=2021&city=1&askingPrice=799999&owner=1&kms=32079&profileid=D7289106",
  "finance_url": null,
  "emi_text": null,
  "emi_detail": null,
  "key_features": [
    "Electrically Adjustable Sunroof",
    "Automatic Climate Control Air Conditioner"
  ],
  "key_highlights": [],
  "stock_images": [
    "https://imgd.aeplcdn.com/400x300/vimages/202609/4787611_2427_1788601080126.jpg?qp=80&fit=true"
  ],
  "is_trusted": false,
  "is_premium": true,
  "is_luxury_car": false,
  "is_top_variant": false,
  "legitimacy_status": 0,
  "booking_status": 0,
  "source_page": 1
}

Tips for Best Results

• Start with a small run - Use results_wanted: 20 and one or two pages to check the selected city and filters.
• Use the city slug - Use the city name represented in CarWale's used-car page URL. The Actor normalizes capitalization and spaces.
• Match the page limit to the target - A larger results_wanted value may require a larger max_pages value.
• Combine filters carefully - Fuel, transmission, and budget filters are applied together, so a narrow combination can return fewer listings.
• Use a proxy when appropriate - Configure the optional proxy field when your collection needs a proxy-enabled run on Apify.
• Check missing values - Blank values usually mean that the source listing did not publish that information.
• Schedule repeat runs - Recurring runs can help monitor inventory and price changes over time.

Integrations and Export Formats

Apify lets you use the dataset in several ways:

• Google Sheets - Review inventory and price comparisons in a spreadsheet.
• Webhooks - Notify another service when a run completes.
• Make and Zapier - Send listings into lead, reporting, or notification workflows.
• API access - Retrieve dataset items from your own application.
• Scheduled runs - Refresh city-level datasets hourly, daily, weekly, or on a custom schedule.

Dataset exports include:

Format	Useful for
JSON	Applications, APIs, and data processing.
CSV	Spreadsheet analysis and imports.
Excel	Business reports and analyst workflows.
XML	Systems that require XML feeds.

Frequently Asked Questions

How many listings can I collect?

You can request any positive results_wanted value, subject to the available listings and the max_pages limit. The Actor stops when it reaches your requested count or has no more usable pages.

Which cities are supported?

CarWale cities with public used-car listing pages are supported. Use the city slug shown in the relevant CarWale URL, such as delhi, mumbai, or bangalore.

Can I combine fuel, transmission, and budget filters?

Yes. The Actor combines every filter you provide. For example, you can request diesel manual cars between INR 300,000 and INR 1,500,000 in Mumbai.

Why are some output fields empty?

Some listings do not publish every detail. Missing seller, finance, warranty, valuation, feature, or image values are returned as null, empty strings, or empty arrays according to the output field.

Does the Actor return duplicate listings?

The Actor removes duplicate listing identifiers during a run. The profile_id, stock_id, or listing URL is used when available.

Can I export the results to CSV or Excel?

Yes. Apify datasets can be downloaded as CSV, Excel, JSON, XML, and other supported formats from the dataset view.

Can I run the Actor on a schedule?

Yes. Create an Apify schedule to collect the same city and filters repeatedly for inventory or price monitoring.

Is collecting CarWale data legal?

Public data collection can be subject to laws, regulations, privacy requirements, and website terms. You are responsible for choosing an appropriate use case and complying with CarWale's terms and all applicable rules.

Related Actors

• Sauto.cz Cars Scraper - Collect Czech vehicle listings with prices, mileage, fuel types, transmissions, seller details, images, and listing URLs.
• Mobile.de Scraper - Research Germany's automotive marketplace with vehicle specifications, prices, mileage, seller information, financing details, and images.
• YallaMotor Cars Scraper - Collect used-car listings from UAE and Egypt with prices, specifications, mileage, seller data, images, and direct listing URLs.
• Autotrader UK Scraper - Monitor UK vehicle listings with prices, specifications, mileage, dealer information, finance details, and photos.

Support

For a bug report or feature request, use the Issues tab on the Apify Actor page and include the input values, city, and a short description of the result. Do not include private credentials or sensitive information.

Legal Notice

This Actor is intended for legitimate collection and analysis of publicly available used-car listing information. Users are responsible for complying with CarWale's terms, Apify policies, applicable laws, and privacy requirements. Do not use collected data for unlawful discrimination, harassment, spam, or other abusive activity.