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CarWale Scraper for On-Road Prices, Specs and Used Cars
CarWale quotes a separate on-road price for every variant in every city. Our CarWale scraper collects those tables with specs, user reviews and used car ads.
Plans from €169 a month · Free project assessment · Reply within 1 business day
CSV · Excel · JSON · XML · FTP · SFTP · Amazon S3 · Google Cloud
carwale.comwhat you get
Typical fields for car marketplaces
makemodelyearmileage_kmpricefueldealer
Delivery
API, JSON feed or CSV, XLSX and JSON files
ScheduleOne-time, monthly, weekly, daily or 3 times a day
CarWale Data Scraper as a Managed Service
- You send
CarWale pages, filters, fields and a schedule
- We run the scrapers
Built, monitored and repaired by our team
- You receive the data
API, JSON feed or CSV, XLSX and JSON files
You tell us what you need from CarWale - a list of models and cities for new car pricing, a set of cities and budgets for the used section, or both - and we build the crawlers, run them and repair them whenever CarWale reshapes a page. There is nothing to install. Anti-bot handling, pacing, proxy rotation and rendering are part of the service.
So is the cleanup CarWale's formats call for. Amounts written in lakh become rupees in a numeric column, with the original text kept beside it. Variant names that bundle fuel, engine size and gearbox are split into separate columns, and every price row keeps the city it was quoted for. Runs are one-off or scheduled daily, weekly or on demand, and every project starts with a free assessment of the scope and a sample.
CarWale Prices, Specs and Listing Fields We Extract
A CarWale data scraper works across two kinds of pages that share a vocabulary but not a layout: new car pages, organised by brand, model, variant and city, and used car ads, organised by city and listing id. One schema covers both, so a variant's on-road price and a second-hand example of the same model land in comparable rows.
- Model and variantbrand, model, the variant name as CarWale writes it, fuel and transmission split out (Manual, Automatic (AMT), Automatic (DCT)), the model's ex-showroom price range and each variant's own price.
- On-road price breakdownper variant and per city: ex-showroom price, individual registration, insurance, other charges, optional packages, hypothecation charges, the on-road price and the effective on-road price where an offer applies.
- Specificationsengine and transmission, max power and torque, ARAI mileage next to the user-reported figure, dimensions and weight, seating capacity, boot space, fuel tank, suspension, brakes, steering and tyres.
- Featuresthe feature grid: airbags, NCAP rating, lane departure warning and other safety items, comfort, lighting, infotainment, seats, connected-car app functions and the manufacturer warranty.
- Ratingsexpert rating, user rating with the count of ratings and reviews, the star distribution and the scores for exterior, comfort, performance, fuel economy and value for money.
- Used car adtitle with year and variant, asking price, the EMI it starts at, km reading, fuel type, manufacturing and registration year, number of owners, transmission, colour, the area where the car is available, insurance, registration type and the Last Updated date.
- Badges and seller typeCarWale abSure, Certified, Great Price, Just Arrived, Less Driven, Excellent Condition, Eligible For Warranty, Sponsored and Featured, and whether the car comes from a dealer or is marked Direct Owner Car.
Every row carries its URL and the city taken from the path; a used car also keeps the short alphanumeric id at the end of its address, so the same car can be followed from one run to the next.
CarWale Price Tracker and Used Car Coverage
The used section is split by city - /used/mumbai/, /used/pune/ - then by brand and model, with numbered result pages under each. We walk that tree for the cities you choose and merge on the listing id, using the sort orders CarWale offers (Price - Low to High, Year - Newest to Oldest, Kms - Low to High, Distance - Nearest First) and its filters for CarWale abSure, Certified Cars, Quality Report Available, Recent price drop and the budget bands.
Each ad also has a Price Guide block: CarWale AccuPrice, the average used car price for that model in the city and the new car on-road price there. Stored beside the asking price, it shows how far each seller sits from the local average and from buying new.
A CarWale price tracker comes from repeated runs. New car prices shift with model-year revisions and with offers shown as benefits with a validity date; used asking prices fall, and CarWale gathers those cars under its Recent price drop filter. Scheduled extracts keyed on variant and city, or on listing id, build a price history and a record of how long each car stays listed. Reviewer names and the names of private owners are personal data and stay out by default.
About CarWale and How It Is Organised
- Source
- carwale.com
- Category
- car marketplaces
- Delivery
- API, JSON feed, CSV, XLSX
- Plans
- From €169 a month
CarWale is an Indian car research and buying site and part of the CarTrade Tech group. It is built for the buyer who is still deciding: each model has a page with its ex-showroom price range, expert and user ratings, variants, colours, mileage, pros and cons and an FAQ, plus a price page for each city. A Hindi version runs under /hi/.
The city is the unit that matters. An Indian on-road price adds registration, insurance and other charges to the ex-showroom figure, so CarWale prints a Price in India table city by city and, on each city page, the on-road price in nearby cities. One variant therefore has many prices, and a price list with one figure per variant hides most of the market.
Next to the new car catalogue sits a used car marketplace with ads from dealers and individual owners, labelled with CarWale's own badges and backed by the second hand price of the same model in the same city. Upcoming models carry an expected launch date until they arrive, offers carry a validity date, and comparison pages set each model against its rivals, so the catalogue keeps changing between model years.
25Developers
500+Customers
1.5BPages extracted
15,000+Hours saved for our clients
CarWale scraping plans and pricing
Delivery: CSV, JSON or XLSX files, our API or a JSON feed. MCP server on request.
Full plan detailsWhy Scrape CarWale for Indian Car Pricing
CarWale puts a rupee figure on the choice an Indian buyer actually makes: one variant, in one city, on the road. That makes its tables useful well beyond car shoppers.
- Regional price analysisThe same variant carries a different on-road price from one city to the next, and the breakdown shows which line - registration, insurance or other charges - makes the difference.
- Variant and feature benchmarkingThe features grid and the specifications table line up rival trims by what they include at each price point: sunroof, airbags, driver assistance, automatic gearbox.
- Offer monitoringBenefit amounts and their validity dates show which brands discount which fuel versions, and in which month.
- Residual valuesUsed asking prices set against the new car on-road price in the same city give depreciation by model, year, km and owner count - input for lenders, leasing firms and insurers.
- Owner sentimentUser reviews scored on exterior, comfort, performance, fuel economy and value for money, and the gap between ARAI and user-reported mileage, show where a model disappoints its owners.
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About ScrapeIt
ScrapeIt is a managed web scraping service: we build, run and maintain the crawlers and deliver the dataset with field documentation. Research portals like CarWale are mostly a problem of structure - variant names to split, lakh figures to convert, city pages to keep in step - and that is the work we take off your hands. You send the models, cities and fields; we return a sample first, then the full extract once or on your schedule. Plans start from EUR 169 a month, or EUR 199 for a one-time extract.
FAQ
Still unsure? Write to info@scrapeit.io
Do you offer a CarWale API for on-road prices and used car ads?
Yes. The ScrapeIt CarWale API returns the variant, city, ex-showroom price and on-road price and, for used cars, the asking price, km and number of owners as JSON from an endpoint we host, refreshed on the schedule you set. The same data also comes as CSV or XLSX files, a JSON feed or a load into your database.
Is it legal to scrape CarWale?
Yes. Model pages, city price tables, specifications, user reviews and used car ads are open to any visitor without an account. We collect only publicly available data - everything a visitor can see on CarWale - and we collect it legally. Personal details such as reviewer names are handled under GDPR and left out by default.
Can you scrape CarWale reviews and owner ratings?
Yes. For each model we collect the overall user rating, the number of ratings and reviews, the star distribution and the category scores, and for each review its title, text, date, the Driven For and mileage notes and its like and dislike counts. Reviews can be taken in the Most Recent or Most Helpful order, and reviewer names stay out of the file.
How often do CarWale prices change, and how often should we refresh?
New car prices move with model-year revisions and with offers that carry their own validity date, so a weekly run per city usually covers list prices and a daily one covers offers. Used car ads change faster - prices drop, cars sell and new stock appears under Just Arrived - so used car projects normally run daily.
Can you collect on-road prices for every city, or only selected ones?
Either. CarWale publishes a separate price page per model and city and lists the on-road price in nearby cities on each, so we can take a fixed list of cities or follow every city the model pages link to. Each row carries the city and the full breakdown, so cities compare directly.
How it works
- 1
Make a request
You share your needs, expectations, and desired timeframe. We'll suggest the best solution based on your request and budget.
- 2
We configure the crawlers
Our specialists configure the crawlers and extract a sample dataset for your review before proceeding with the full-scale extraction.
- 3
Collect and deliver
Once you approve the sample, we launch the project and start full data collection. We gather, filter, and structure the data for easy use, delivering it on time in your preferred format.
- 4
Maintain and support
Our team manages ongoing processes, monitors website changes, and supports all data extraction cycles. We can also help integrate data into your systems or create dashboards to simplify analysis.
Request a quote
Tell us which sites, which fields and how often. A couple of lines is enough to start.
- We reply within 1 business day
- A sample dataset before the full run
- We sign an NDA on request
- Delivery by API, JSON feed or files