Facebook Marketplace Scraper

The most data-rich Facebook Marketplace scraper on Apify. Extracts 40+ fields per listing — including seller intelligence, item details, vehicle specs, and HD images — for any category. No login required.

What is Facebook Marketplace Scraper?

Facebook Marketplace Scraper is a tool that allows you to extract rich listing data from Facebook Marketplace without needing to log in. Whether you are looking for vehicles, electronics, furniture, or clothing, this scraper can collect up to 40+ fields per listing, including seller ratings, vehicle specs, and HD images.

What can this Facebook Marketplace Scraper do?

• Extract data from any category (Vehicles, furniture, electronics, clothing...)
• Collect Seller Intelligence (⭐ Ratings, reviews, join date)
• Retrieve Vehicle Specs (VIN, mileage, transmission, engine)
• Use Concurrent Processing (⚡ Up to 10x parallel scraping)
• Scrape without a Facebook account (No Login Required)

✨ What Makes This Different

Feature	This Actor	Typical Scrapers
Data Fields	40+ per listing	5-10
Seller Intelligence	⭐ Ratings, reviews, join date	❌ Name only
Vehicle Specs	VIN, mileage, transmission, engine	❌ None
Concurrent Processing	⚡ Up to 10x parallel	Sequential
Any Category	Vehicles, furniture, electronics, clothing...	Usually one
Login Required	🔒 No	Often yes

What data can Facebook Marketplace Scraper extract?

General Listing (Furniture, Electronics, etc.)

{
  "url": "https://www.facebook.com/marketplace/item/123456789/",
  "title": "IKEA Malm Dresser - Like New",
  "price": "$150",
  "city_slug": "sanfrancisco",
  "seller_name": "Sarah M.",
  "seller_join_year": "Joined Facebook in 2015",
  "seller_location": "San Francisco, CA",
  "seller_rating": 4.8,
  "seller_review_count": 12,
  "pseudo_seller_id": "anon_a3f2b1c9d8e7f6a5",
  "listing_age": "12 hours ago",
  "category": "Home & Garden",
  "description": "Selling my IKEA Malm 6-drawer dresser...",
  "condition": "PC_USED_LIKE_NEW",
  "brand": "IKEA",
  "images": ["https://scontent...jpg", "..."],
  "attributes": ["White", "6 drawers"]
}

Vehicle Listing (Auto-Enriched)

{
  "url": "https://www.facebook.com/marketplace/item/982185697762732/",
  "title": "2019 Honda Civic EX",
  "price": "$8,500",
  "city_slug": "sanfrancisco",
  "seller_name": "Lawrence",
  "seller_join_year": "Joined Facebook in 2011",
  "seller_location": "San Francisco, CA",
  "seller_rating": 4.6,
  "seller_review_count": 9,
  "listing_age": "on Thursday",
  "category": "Vehicles",
  "description": "Clean title, no accidents...",
  "condition": "PC_USED_GOOD",
  "make": "Honda",
  "model": "Civic",
  "trim": "EX",
  "year": 2019,
  "mileage": "45000",
  "transmission": "AUTOMATIC",
  "fuel_type": "GASOLINE",
  "vin": "2HGFC2F5XKH...",
  "exterior_color": "Crystal Black Pearl",
  "interior_color": "Black",
  "title_status": "CLEAN",
  "body_type": "Sedan",
  "engine": "1.5L Turbo",
  "drivetrain": "FWD",
  "vehicle_details": {
    "mileage_text": "Driven 45,000 miles",
    "transmission": "Automatic"
  },
  "images": ["https://scontent...jpg", "..."],
  "state": "California",
  "city": "San Francisco"
}

📥 Input Parameters

Parameter	Type	Default	Description
search_query	string	"vehicles"	What to search for — works with any category
city_slug	string	"sanfrancisco"	Facebook city identifier
min_price	int	1000	Minimum price filter ($)
max_price	int	10000	Maximum price filter ($)
max_results	int	100	Maximum listings to scrape
concurrency	int	5	Parallel scraping threads (1-10)
days_since_listed	int	1	Recency filter (1 = last 24h)
item_condition	string	"used"	"all", "new", or "used"
radius	int	500	Search radius in km

How do I use Facebook Marketplace Scraper?

1. Set your search parameters in the Apify UI
2. Choose your proxy configuration (residential proxies recommended)
3. Run the actor
4. Download your results from the Dataset tab

❓ FAQ

Q: Does this work for non-vehicle categories? A: Yes! Search for anything — furniture, electronics, clothing, collectibles, etc. Vehicle-specific fields (VIN, mileage, etc.) will automatically appear when applicable.

Q: Do I need a Facebook account? A: No. The scraper works without any login or authentication.

Q: What proxies should I use? A: Residential proxies give the best results. Apify's built-in proxy works out of the box.

Q: How fast is it? A: With concurrency set to 5, expect ~100 listings in 3-5 minutes depending on proxy speed.