Car Listings

Name: Car Listings - AutoTrader Dataset
Creator: Rebrowser
License: https://rebrowser.com/pricing
Keywords: Car Listings, AutoTrader, dataset, web scraping data, structured data

AutoTrader vehicle listings with specifications, pricing, KBB valuations, dealer information, certified pre-owned status, and listing placement data.

1,396,810 records

71 fields

Updated 2 days ago

Data: 4 months ago — 2 days ago

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All Vehicle Listings1.4M rows

Complete database of AutoTrader vehicle listings with specifications, dealer info, and listing attributes. Filter by make, model, body style, and location for enterprise data teams.

Certified Pre-Owned Listings169.9K rowsFeatured

Certified pre-owned vehicles on AutoTrader. Valuable for CPO program analysis, warranty benchmarking, and used vehicle market research.

Listings with Pricing Data1.4M rowsFeatured

Vehicle listings with sale price and KBB valuations. Essential for automotive analysts, dealers, and valuation services building market-based pricing models.

New Vehicle Listings105.7K rowsFeatured

New car and truck listings with MSRP and dealer pricing. Used by OEMs, dealers, and market researchers tracking new vehicle inventory and pricing.

Premium and Sponsored Listings1.2M rowsFeatured

Listings with premium or sponsored placement. Analyze which segments invest in visibility and study placement strategy effectiveness.

Used Vehicle Listings1.1M rowsFeatured

Used car and truck listings with mileage and pricing. Essential for used car valuation, inventory analysis, and dealership competitive intelligence.

All-Wheel Drive Listings377.4K rows

AWD vehicle listings. Popular segment for SUV and crossover research.

Car Listings in California154.8K rows

Vehicle listings from California dealers. Largest US auto market; essential for West Coast inventory and pricing research.

Car Listings in Florida138.8K rows

Vehicle listings from Florida dealers. High-volume market for used and certified pre-owned; valuable for Southeast market research.

Car Listings in Georgia54.4K rows

Vehicle listings from Georgia dealers. Southeast market with strong truck and SUV presence.

Car Listings in New York36K rows

Vehicle listings from New York dealers. Northeast market data for inventory and pricing trend analysis.

Car Listings in North Carolina58.3K rows

Vehicle listings from North Carolina dealers. Major Southeast market including Charlotte and Research Triangle.

Car Listings in Ohio55.8K rows

Vehicle listings from Ohio dealers. Midwest market for automotive manufacturing and retail analysis.

Car Listings in Texas173.4K rows

Vehicle listings from Texas dealers. Major market for trucks and SUVs; used for regional pricing and inventory analysis.

Certified Pre-Owned Luxury SUVs21.8K rows

CPO luxury SUVs from premium brands. High-value segment for CPO luxury market research.

Certified Pre-Owned SUVs101.6K rows

CPO SUV listings. High-value segment for warranty and pricing premium analysis.

Convertible Listings28.7K rows

Convertible vehicle listings (bodyStyle CONVERT). Used for convertible segment pricing and inventory analysis.

Coupe Listings48K rows

Coupe body style vehicles. Sport and performance segment analysis.

Dealer Listings Only1.3M rows

Listings from franchised and independent dealers (excludes private sellers). Dealer inventory and pricing analysis.

Electric Vehicle Listings42.5K rows

EV listings on AutoTrader. Track EV inventory, pricing trends, and adoption by market.

Great Deal Listings (KBB)647.1K rows

Listings rated as Great Deal by KBB. Deal identification and pricing effectiveness research.

High Mileage Value Listings205.4K rows

Vehicles with over 100k miles. Budget segment for value buyers and fleet research.

Hot Listings (High Interest)49.7K rows

Listings flagged as hot by AutoTrader. Indicates high consumer interest; useful for demand and pricing correlation.

Hybrid Vehicle Listings69.6K rows

Hybrid vehicle listings (gas/electric and plug-in). Segment analysis for fuel-efficient and hybrid powertrain demand.

Low-Mileage Used Vehicles351.3K rows

Used vehicles with under 30,000 miles. Nearly new segment for valuation and demand analysis.

Luxury Brand Listings197.1K rows

Premium luxury brand vehicles (BMW, Mercedes-Benz, Audi, Lexus). High-value segment for luxury market analysis.

Manual Transmission Vehicles32.5K rows

Listings with manual transmission. Niche segment for enthusiasts and specialized inventory research.

New Sedans in California1.4K rows

New sedan listings in California. West Coast sedan segment for OEM and dealer research.

Newly Listed Vehicles214.2K rows

Recently listed vehicles. Track fresh inventory and time-to-sale patterns.

Price Reduced Listings291.9K rows

Listings with recently reduced prices. Used for deal identification and velocity analysis.

Private Seller Listings42.6K rows

Listings from private sellers. Compare private party pricing and listing attributes to dealer listings.

Sedan Listings226K rows

Sedan listings with full specifications and pricing. Used for sedan segment valuation and inventory benchmarking.

SUV Listings639.5K rows

SUV and crossover listings on AutoTrader. Filter by make, price, and location for segment-specific market analysis.

Truck Listings274.3K rows

Pickup truck listings on AutoTrader. Key dataset for truck segment pricing, trim comparison, and regional demand analysis.

Used Trucks in Texas30.1K rows

Used pickup truck listings in Texas. Long-tail view for regional truck market analysis.

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Data Growth

Track how this dataset grows with weekly updates. See the total record count increase over time as we continuously collect and add new data.

Last 24 hours

0 added·1 updated

Last 7 days

1 added·80 updated

Last 28 days

240,860 added·357,054 updated

Data Distribution

Listing Type

3 unique

Used1,117,163

Certified172,731

New106,916

Body Style

8 unique

SUV660,607

TRUCKS283,121

SEDAN234,104

COUPE49,136

HATCH47,805

VANS33,035

CONVERT29,565

WAGON5,985

Top Makes

66 unique

Ford170,740

Chevrolet162,370

Toyota122,892

Honda78,239

GMC71,199

Jeep70,696

Nissan68,144

BMW66,881

Mercedes-Benz63,247

Hyundai55,333

Top States

52 unique

TX178,037

CA159,064

FL143,629

NC59,527

OH57,574

GA56,239

IL47,356

AZ46,388

PA42,693

MI42,165

Fuel Type

4 unique

Gas1,177,776

Hybrid: Gas/Electric54,967

Electric43,981

Plug-in Hybrid: Gas/Electric16,401

Listing Priority

6 unique

PREMIUM1,263,731

FEATURED102,305

STANDARD26,210

FREE3,149

01,413

STANDARD_PLUS2

Data Schema

This entity has 71 fields. Fields marked with track historical changes. what is historical tracking?

FieldTypeFill RateUniqueDescription

Field

_primaryKey

Type

text

Fill Rate

100%

Unique

—

Description

Unique identifier for this record

Field

_firstSeenAt

Type

datetime

Fill Rate

100%

Unique

—

Description

First time this record was seen

Field

_lastSeenAt

Type

datetime

Fill Rate

100%

Unique

—

Description

Last time this record was updated

Field

bodyStyle

Type

text

Fill Rate

96.2%

Unique

Description

Body style (e.g., SUV, Sedan, Truck)

Field

daysOnMarket

Type

number

Fill Rate

98%

Unique

>1k

Description

Number of days listing has been on market

Field

dealIndicator

Type

text

Fill Rate

67.9%

Unique

Description

KBB deal rating (Great, Good, Fair, High, Overpriced)

Field

description

Type

text

Fill Rate

98.9%

Unique

>1k

Description

Full marketing description text (HTML tags stripped except br)

Field

displacementUOM

Type

number

Fill Rate

100%

Unique

Description

Engine displacement in liters (e.g., 2.0, 3.5)

Field

drivetrain

Type

text

Fill Rate

92.2%

Unique

Description

Drivetrain type (e.g., All wheel drive, Front-wheel drive)

Field

engine

Type

text

Fill Rate

100%

Unique

Description

Engine description (e.g., 4-Cylinder Turbo, 6-Cylinder Turbo)

Field

engineCode

Type

text

Fill Rate

100%

Unique

Description

Engine code (e.g., 4CLDR, 6CLDR)

Field

exteriorColor

Type

text

Fill Rate

98.9%

Unique

>1k

Description

Exterior color name (e.g., Alpine White, Capri Blue)

Field

exteriorColorSimple

Type

text

Fill Rate

98.7%

Unique

Description

Simplified exterior color (e.g., WHITE, BLUE, BLACK)

Field

fuelType

Type

text

Fill Rate

92.6%

Unique

Description

Fuel type (e.g., Gasoline, Diesel, Electric)

Field

fuelTypeCode

Type

text

Fill Rate

92.6%

Unique

Description

Fuel type code (e.g., G, D, E)

Field

fuelTypeGroup

Type

text

Fill Rate

92.6%

Unique

Description

Fuel type group (Gas, Diesel, Electric, Hybrid)

Field

hasLeatherSeats

Type

boolean

Fill Rate

100%

Unique

—

Description

Whether vehicle has leather seats

Field

hasSpecialOffer

Type

boolean

Fill Rate

100%

Unique

—

Description

Has special offer/promotion

Field

imagesPremium

Type

text

Fill Rate

98.9%

Unique

>1k

Description

All listing image URLs as JSON array

Field

imagesCount

Type

number

Fill Rate

98.9%

Unique

Description

Number of listing images

Field

interiorColor

Type

text

Fill Rate

96.4%

Unique

>1k

Description

Interior color name (e.g., Espresso Brown, Blue)

Field

interiorColorSimple

Type

text

Fill Rate

96.1%

Unique

Description

Simplified interior color (e.g., BROWN, BLUE, BLACK)

Field

isHot

Type

boolean

Fill Rate

100%

Unique

—

Description

Hot listing flag (high interest)

Field

isNewlyListed

Type

boolean

Fill Rate

100%

Unique

—

Description

Recently listed flag

Field

isNoHagglePrice

Type

boolean

Fill Rate

100%

Unique

—

Description

No-haggle/fixed price flag

Field

isPrivateSeller

Type

boolean

Fill Rate

100%

Unique

—

Description

Whether seller is a private seller (true) or dealer (false)

Field

isReducedPrice

Type

boolean

Fill Rate

100%

Unique

—

Description

Price recently reduced flag

Field

kbbConsumerRatings

Type

number

Fill Rate

100%

Unique

Description

KBB consumer rating (1-5 scale)

Field

kbbConsumerReviewCount

Type

number

Fill Rate

100%

Unique

695

Description

Number of KBB consumer reviews

Field

kbbFairPriceHigh

Type

number

Fill Rate

97.7%

Unique

>1k

Description

KBB Fair Purchase Price high range in USD

Field

kbbFairPriceLow

Type

number

Fill Rate

97.7%

Unique

>1k

Description

KBB Fair Purchase Price low range in USD

Field

kbbFairPurchasePricePremium

Type

number

Fill Rate

97.7%

Unique

>1k

Description

KBB Fair Purchase Price estimate in USD

Field

kbbVehicleId

Type

number

Fill Rate

94.2%

Unique

>1k

Description

KBB vehicle ID for price lookup

Field

listingId

Type

text

Fill Rate

100%

Unique

>1k

Description

Unique Autotrader listing ID

Field

listingTitle

Type

text

Fill Rate

100%

Unique

>1k

Description

Full listing title (e.g., "Used 2025 BMW X3 xDrive30i w/ Convenience Package")

Field

listingType

Type

text

Fill Rate

100%

Unique

Description

Listing type (New, Used, Certified)

Field

listingUrlPremium

Type

text

Fill Rate

100%

Unique

>1k

Description

Full URL to the Autotrader listing page

Field

mainImageIsStock

Type

boolean

Fill Rate

100%

Unique

—

Description

Main image is stock photo (not actual vehicle)

Field

makeCode

Type

text

Fill Rate

100%

Unique

Description

Make code (e.g., BMW, TOYOTA, GENESIS)

Field

makeName

Type

text

Fill Rate

100%

Unique

Description

Make display name (e.g., BMW, Toyota, Genesis)

Field

mileage

Type

number

Fill Rate

100%

Unique

>1k

Description

Odometer reading in miles

Field

modelCode

Type

text

Fill Rate

100%

Unique

>1k

Description

Model code (e.g., X3, CAMRY, GENGV80)

Field

modelName

Type

text

Fill Rate

100%

Unique

>1k

Description

Model display name (e.g., X3, Camry, GV80)

Field

moneyBackGuarantee

Type

boolean

Fill Rate

100%

Unique

—

Description

Money-back guarantee offered

Field

mpgCity

Type

number

Fill Rate

79.6%

Unique

Description

City fuel economy in MPG

Field

mpgHighway

Type

number

Fill Rate

79.6%

Unique

Description

Highway fuel economy in MPG

Field

msrp

Type

number

Fill Rate

7.4%

Unique

>1k

Description

Manufacturer Suggested Retail Price in USD (for New vehicles)

Field

options

Type

text

Fill Rate

98%

Unique

>1k

Description

Vehicle options object with subcategories: exterior, interior, safety, mechanical, technology, other

Field

optionsCount

Type

number

Fill Rate

98%

Unique

185

Description

Total number of options across all categories

Field

priority

Type

text

Fill Rate

100%

Unique

Description

Listing priority/tier (PREMIUM, STANDARD, BASIC)

Field

safetyRecallCount

Type

number

Fill Rate

89.2%

Unique

Description

Number of open safety recalls

Field

salePricePremium

Type

number

Fill Rate

99.3%

Unique

>1k

Description

Listed sale price in USD

Field

sellerAddress

Type

text

Fill Rate

96.9%

Unique

>1k

Description

Seller address line 1

Field

sellerCity

Type

text

Fill Rate

100%

Unique

>1k

Description

Seller city

Field

sellerContractLevel

Type

text

Fill Rate

96.5%

Unique

Description

Seller contract level (PARTNER, STANDARD, etc.)

Field

sellerId

Type

number

Fill Rate

100%

Unique

>1k

Description

Seller/dealer ID

Field

sellerNamePremium

Type

text

Fill Rate

100%

Unique

>1k

Description

Seller/dealer name

Field

sellerPhonePremium

Type

text

Fill Rate

96.5%

Unique

>1k

Description

Seller phone number

Field

sellerRatingPremium

Type

number

Fill Rate

95.5%

Unique

Description

Seller KBB rating (1-5 scale)

Field

sellerReviewCount

Type

number

Fill Rate

95.5%

Unique

>1k

Description

Number of seller reviews

Field

sellerState

Type

text

Fill Rate

100%

Unique

Description

Seller state

Field

sellerWebsitePremium

Type

text

Fill Rate

96.3%

Unique

>1k

Description

Seller website URL

Field

sellerZip

Type

text

Fill Rate

100%

Unique

>1k

Description

Seller ZIP code

Field

stockNumber

Type

text

Fill Rate

99.2%

Unique

>1k

Description

Dealer stock number

Field

transmission

Type

text

Fill Rate

99.2%

Unique

Description

Transmission type (e.g., 8-Speed Automatic)

Field

transmissionCode

Type

text

Fill Rate

99.2%

Unique

Description

Transmission code (e.g., AUT, MAN)

Field

transmissionGroup

Type

text

Fill Rate

99.2%

Unique

Description

Transmission type group (Automatic, Manual)

Field

trim

Type

text

Fill Rate

95.5%

Unique

>1k

Description

Vehicle trim level (e.g., xDrive30i, 3.5T Prestige)

Field

vhrPreview

Type

text

Fill Rate

98.1%

Unique

Description

Vehicle history report preview flags (JSON array: NO_SALVAGE_TITLE, NO_ACCIDENTS_REPORTED, ONE_OWNER, etc.)

Field

vinPremium

Type

text

Fill Rate

100%

Unique

>1k

Description

Vehicle Identification Number (17-character unique code)

Field

year

Type

number

Fill Rate

100%

Unique

Description

Vehicle model year

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Disclaimer: Rebrowser is an independent data provider and is not affiliated with, endorsed by, or sponsored by AutoTrader. Any trademarks are the property of their respective owners. This dataset is compiled from publicly available information; we do not request or collect AutoTrader user credentials. By using this dataset, you agree to comply with AutoTrader's Terms of Service and all applicable laws and regulations. Images, logos, descriptions, and other materials included in this dataset remain the intellectual property of their respective owners and are provided solely for informational purposes. Rebrowser makes no warranties regarding the accuracy, completeness, or legality of the data and assumes no liability for how the data is used. You are solely responsible for ensuring that your use of this dataset, including any images or copyrighted materials, does not infringe on the rights of any third party.

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