Carvana Used Car Listings Scraper

Scrapes used vehicle listings from Carvana.com. Returns VIN, price, KBB value, MSRP, mileage, colors, fuel type, body style, and 15+ additional fields for each listing.

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Carvana Scraper Features

• Extracts 22 fields per listing including VIN, year, make, model, and trim
• Returns sale price, KBB retail value, and original MSRP when available
• Collects exterior and interior color, fuel type, MPG, and seating capacity
• Includes vehicle tags (Great Value, Great Deal, Recently Added, etc.)
• Pulls image URLs including the standardized hero shot
• Paginates automatically until maxItems is reached
• Handles Cloudflare managed-challenge protection — no manual browser required

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What Do You Use Carvana Data For?

• Market analysts — Track used car pricing trends across make, model, and year
• Automotive dealers — Monitor Carvana's inventory as a competitive pricing reference
• Finance and insurance teams — Compare listed prices against KBB values at scale
• Data scientists — Build used car price prediction models from real transaction-ready listings
• Research firms — Study EV adoption, fuel type distribution, or inventory churn rates

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How Carvana Scraper Works

1. Acquires a valid session via Cloudflare challenge resolution using a residential proxy
2. Fetches Carvana's listing pages using the Next.js React Server Component endpoint, which returns structured JSON vehicle data
3. Extracts all vehicle fields directly from the RSC payload — no HTML parsing, no fragile selectors
4. Paginates through listing pages until the maxItems limit is reached

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Input

{
  "maxItems": 20,
  "startUrls": [
    { "url": "https://www.carvana.com/cars" }
  ]
}

Field	Type	Default	Description
maxItems	integer	—	Maximum number of vehicle listings to scrape. Required.
startUrls	array	[{url: "https://www.carvana.com/cars"}]	Carvana search or listing URLs to scrape.

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Carvana Scraper Output Fields

{
  "vin": "3N1AB8BV1SY399647",
  "listing_url": "https://www.carvana.com/vehicle/2025-nissan-sentra-s",
  "year": 2025,
  "make": "Nissan",
  "model": "Sentra",
  "trim": "S",
  "price_usd": 22990,
  "msrp_usd": 21590,
  "kbb_value_usd": 21960,
  "mileage": 2509,
  "body_style": "Sedan",
  "exterior_color": "Gray",
  "interior_color": "Black",
  "fuel_type": "Gas",
  "mpg_city": 34,
  "mpg_highway": 34,
  "seating_capacity": 5,
  "transmission": null,
  "drivetrain": null,
  "tags": ["RecentlyAdded"],
  "image_urls": [
    "https://vexgateway.fastly.carvana.io/2004826665/standardizedHero.jpg",
    "https://vexstockimages.fastly.carvana.io/stockimages/2025_NISSAN_SENTRA_..."
  ],
  "scraped_at": "2026-06-11T23:46:02.772Z"
}

Field	Type	Description
vin	string	Vehicle Identification Number
listing_url	string	Full URL to the vehicle detail page on carvana.com
year	integer	Model year
make	string	Vehicle manufacturer (e.g. Ford, Toyota)
model	string	Vehicle model name
trim	string	Trim level (e.g. SE, Limited, Sport)
price_usd	integer	Listed sale price in USD
msrp_usd	integer	Original MSRP in USD when available
kbb_value_usd	integer	KBB retail value in USD when available
mileage	integer	Odometer reading in miles
body_style	string	Body style (Sedan, SUV, Truck, Coupe, etc.)
exterior_color	string	Exterior color name
interior_color	string	Interior color or material description
fuel_type	string	Fuel type (Gas, Electric, Hybrid, etc.)
mpg_city	integer	City fuel economy estimate in MPG
mpg_highway	integer	Highway fuel economy estimate in MPG
seating_capacity	integer	Number of seats
transmission	string	Transmission type (not available from listing page)
drivetrain	string	Drivetrain type — FWD, AWD, RWD (not available from listing page)
tags	array	Carvana listing tags (Great Value, Great Deal, RecentlyAdded, etc.)
image_urls	array	Vehicle photo URLs including hero shot
scraped_at	string	ISO-8601 timestamp when the record was scraped

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FAQ

What does Carvana Scraper extract?

Carvana Scraper returns structured vehicle listing data including VIN, pricing (list price, KBB value, MSRP), vehicle specs, and image URLs. Transmission and drivetrain are not available from the listing endpoint and return null — those are only available on individual vehicle detail pages.

Does this work despite Cloudflare protection?

Yes. Carvana runs Cloudflare managed-challenge protection. The actor resolves this automatically using a residential proxy and challenge solver. Each run acquires a fresh clearance before scraping — there is no need to configure cookies or headers manually.

How many listings can I scrape?

Set maxItems to any value. Carvana serves approximately 21 listings per page. Runs are billed per result using pay-per-event pricing, so you only pay for what you extract.

Can I filter listings by make, model, or price?

Pass a filtered Carvana search URL in startUrls. For example: https://www.carvana.com/cars/ford for Ford listings, or a URL with price/mileage filter parameters applied from the Carvana website.

Why are some numeric fields null?

KBB value and MSRP are present for most but not all listings. Transmission and drivetrain fields are not available from the Carvana listing page — they require an additional request to the vehicle detail page, which is not currently included in this actor.

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Need More Features?

Request changes at OrbTop.com or open an issue on the actor's Apify page.

Why Use Carvana Scraper?

• Direct data source — Pulls from the same structured data Carvana's own UI uses, so fields are always consistent and clean
• KBB and MSRP included — Most car listing scrapers return only the asking price; this one returns the fair-market context alongside it
• No fragile selectors — Uses the structured RSC payload rather than CSS-selected HTML, which makes it resilient to frontend redesigns