Pricing

from $5.00 / 1,000 results

KBB Cars for Sale Scraper - Kelley Blue Book Listings

Scrape used and new car listings from Kelley Blue Book (KBB). Get price, mileage, VIN, dealer info, deal rating, and vehicle details for 46K+ vehicles nationwide.

Pricing

from $5.00 / 1,000 results

Rating

0.0

(0)

Developer

lulz bot

Actor stats

Bookmarked

Total users

Monthly active users

5 days ago

Last modified

KBB Scraper - Kelley Blue Book Cars for Sale

Scrape used and new car listings from Kelley Blue Book. Extract detailed vehicle data including VIN, pricing, KBB Fair Purchase Price, deal ratings, mileage, dealer info, and 30+ fields per listing.

Features

46,000+ vehicles nationwide from KBB's marketplace
KBB Fair Purchase Price and deal rating (Great/Good/Fair/High)
Filter by make, model, year, price, mileage, location
Full vehicle specs: engine, transmission, drive type, fuel, MPG, colors
Dealer info: name, phone, rating, reviews, city/state
Listing metadata: days on site, hot deals, price reductions, newly listed flags

Input Parameters

Parameter	Type	Default	Description
`make`	string	-	Car make (e.g. toyota, honda, ford)
`model`	string	-	Car model (e.g. camry, civic). Requires make.
`zipCode`	string	80202	ZIP code for search location
`radius`	integer	75	Search radius in miles (10-500)
`yearFrom`	integer	-	Minimum model year
`yearTo`	integer	-	Maximum model year
`maxPrice`	number	-	Maximum listing price in USD
`maxMileage`	number	-	Maximum mileage in miles
`maxResults`	integer	100	Max listings to return (1-2000)
`proxyConfiguration`	object	none	Proxy settings

Output Fields

Each listing includes:

Field	Description
`id`	KBB listing ID
`title`	Full listing title
`vin`	Vehicle Identification Number
`year`	Model year
`make`	Manufacturer (Honda, Toyota, etc.)
`model`	Model name (Civic, Camry, etc.)
`trim`	Trim level (LX, EX, Sport, etc.)
`bodyStyle`	Body style (Sedan, SUV, Truck, etc.)
`listingType`	NEW or USED
`price`	Sale price in USD
`kbbFairPurchasePrice`	KBB Fair Purchase Price estimate
`kbbFairPriceLow`	KBB Fair Price range low
`kbbFairPriceHigh`	KBB Fair Price range high
`priceDelta`	Difference from KBB Fair Price
`dealRating`	KBB deal rating (Great/Good/Fair/High)
`mileage`	Odometer reading (formatted string)
`mileageNum`	Odometer reading (number)
`daysOnSite`	Days the listing has been active
`exteriorColor`	Exterior color
`interiorColor`	Interior color
`engine`	Engine type (4-Cylinder, V6, etc.)
`transmission`	Transmission type
`driveType`	Drive type (FWD, AWD, 4WD, RWD)
`fuelType`	Fuel type (Gasoline, Hybrid, Electric, etc.)
`mpgCity`	City fuel economy
`mpgHighway`	Highway fuel economy
`doors`	Number of doors
`isHot`	KBB "Hot" listing flag
`isNewlyListed`	Recently listed flag
`isReducedPrice`	Price recently reduced
`dealerName`	Dealer or seller name
`dealerPhone`	Dealer phone (if public)
`dealerRating`	Dealer rating (out of 5)
`dealerReviewCount`	Number of dealer reviews
`isPrivateSeller`	Whether seller is private (vs dealer)
`city`	Dealer city
`state`	Dealer state
`zip`	Dealer ZIP code
`distance`	Distance from search ZIP in miles
`imageUrl`	Primary listing image
`url`	Full KBB listing URL

Example Usage

Search all cars near Denver

{
    "zipCode": "80202",
    "radius": 50,
    "maxResults": 100
}

Search for used Toyota Camry under $25K

{
    "make": "toyota",
    "model": "camry",
    "maxPrice": 25000,
    "yearFrom": 2020,
    "maxResults": 200
}

Search for low-mileage SUVs

{
    "maxMileage": 30000,
    "yearFrom": 2022,
    "maxResults": 500
}

Use Cases

Car shopping — Find the best deals using KBB Fair Purchase Price
Market analysis — Track average prices by make/model/year
Dealer inventory monitoring — Monitor dealer stock and pricing trends
Price comparison — Compare asking prices vs KBB valuations
Automotive research — Analyze vehicle market data at scale

Technical Details

Uses Cheerio (no browser needed) for fast, lightweight scraping
Extracts data from KBB's Next.js server-side rendered __NEXT_DATA__ JSON
Handles 308/301 redirects automatically
~23 organic listings per page plus sponsored listings
Respects rate limits with max concurrency of 2

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