Facebook Marketplace Vehicle Scraper: Cars, VIN & Mileage
Scrape used cars, trucks, and motorcycles from Facebook Marketplace by city, ZIP code, make, model, year, and mileage. Extracts 17-digit VIN, odometer mileage, transmission, fuel type, and dealer vs. private seller status. No login required.
{
"id": "1000000000000003",
"url": "https://www.facebook.com/marketplace/item/1000000000000003/",
"title": "2017 Toyota Camry · SE Sedan 4D",
"price": "$10,600",
"numeric_price": 10600.0,
"currency": "USD",
"listing_status": "ACTIVE",
"year": 2017,
"make": "Toyota",
"model": "Camry",
"trim": "SE Sedan 4D",
"mileage": 95000,
"transmission": "AUTOMATIC",
"fuel_type": "GASOLINE",
"exterior_color": "Silver",
"interior_color": "Black",
"vin": "4T1BF1FK5HU123456",
"seller_type": "PRIVATE_SELLER",
"seller_name": "Chris D.",
"seller_id": "100000123456789",
"seller_profile_url": "https://www.facebook.com/marketplace/profile/100000123456789/",
"seller_rating": 4.9,
"seller_review_count": 14,
"city_slug": "losangeles"
}
Features
What the Facebook Marketplace Vehicle Scraper: Cars, VIN & Mileage Extracts
100% Upstream Vehicle Filtering
Filter directly on Facebook Marketplace by min_year, max_year, min_mileage, max_mileage, make, model, transmission (automatic / manual), and body_style (suv, sedan, truck, coupe, van).
Complete Automotive Specs
Automatically extracts year, make, model, trim, mileage, transmission, fuel_type, exterior_color, interior_color, and 17-character vin.
Private Seller vs. Dealership Detection
Distinguishes "PRIVATE_SELLER" from "DEALERSHIP", extracts 5-star seller_rating & seller_review_count, and scrapes full dealership/seller catalogs via /marketplace/profile/<id>/.
Multi-City & Batch Model Search
Search multiple cities or 5-digit US ZIP codes ("losangeles, dallas, 90210") and multiple models ("toyota camry, honda civic, ford f150") in a single run.
Integration
Run It From Python or n8n
from apify_client import ApifyClient
client = ApifyClient("YOUR_APIFY_TOKEN")
run_input = {
"search_query": "toyota camry",
"city_slug": "losangeles",
"category": "vehicles",
"min_price": 2000,
"max_price": 15000,
"max_results": 20
}
run = client.actor("unitbytes/facebook-marketplace-vehicle-scraper").call(run_input=run_input)
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(item.get("title"), item.get("seller_name"), item.get("price"))n8n Workflow Template
Schedule this scraper and send results to Google Sheets, Airtable, or Slack.
FAQ
Frequently Asked Questions
Q: What vehicle-specific fields are extracted from Facebook Marketplace?
Extracts vehicle year, make, model, trim, odometer mileage, transmission type, exterior/interior color, fuel type, title status, price drops, and seller profile metadata.
Q: Can I filter by maximum mileage, model year, or price range?
Yes. Configure minPrice, maxPrice, minYear, maxYear, maxMileage, and transmission filters across any city or ZIP code radius.
Q: How can dealerships and car flippers spot under-market vehicles?
Combine sortBy: creation_time_descend (newest listings) with our automated n8n Deal Scoring workflow to get instant alerts when low-mileage private-party cars are listed.
Q: Do I need a Facebook login or residential proxies?
No. Proxy rotation and cookieless session handling are built in at $1.00 per 1,000 vehicles.
The US Auto Dealership Street-Purchase Playbook: Automating Private-Party Vehicle Acquisition (2026)
Step-by-step guide with pricing and Python examples.
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Prefer Not to Run It Yourself?
Tell us what you need from Facebook Marketplace Vehicle Scraper: Cars, VIN & Mileage and we'll deliver a clean Excel/CSV file. One-time datasets from $99, custom scrapers from $299. We reply within 48 hours.