🛒 Facebook Marketplace Scraper — Fast, Cheap & 40+ Fields

The fastest and most cost-effective Facebook Marketplace Scraper on Apify. Get the data you need instantly, without burning your budget.

Extract 40+ fields per listing — seller intelligence, vehicle specs, HD images, and more — for any category, any city, any country. No login. No cookies. No proxy setup required.

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🚀 Why is this the Cheapest and Fastest Scraper?

Most Facebook Marketplace scrapers use slow, heavy, browser-based automation. This eats up massive amounts of memory, compute time, and expensive proxy bandwidth—costs that get passed directly to you.

Our scraper is built completely differently. We engineered a lightweight, pure API-driven engine that extracts data directly. Because it uses a fraction of the resources, you get your datasets at lightning speed while paying significantly less per run than any competing actor.

💸 Core Benefits

• Lightning Fast Extraction: Get tens of thousands of listings in minutes, not hours.
• Dramatically Lower Costs: No headless browsers means virtually no wasted proxy bandwidth or compute time.
• Fail-Fast Reliability: If a category is empty or a search is invalid, the scraper aborts instantly instead of spinning for hours and draining your credits.
• Uncapped Data: Effortlessly bypasses Facebook's 1,000 listing cap to pull the entire market dataset natively.

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⚡ Key Features

• 🚫 No Login or Cookies Required — scrape anonymously without risking any Facebook account
• 🔌 Zero Proxy Setup — built-in premium residential proxies handle all IP rotation automatically
• 📦 Comprehensive Listing Data — deep item descriptions, vehicle specs (mileage, transmission), prices, and images
• 🗺️ Any Location Worldwide — city slug, GPS coordinates, or radius-based search
• 🔗 Paste Any URL — drop a raw Facebook Marketplace search, category, or item URL directly into the input!
• ⚙️ Advanced Sorting — Lowest Price, Newest First, Nearest First, or Best Match
• ⚡ Concurrent Processing — up to 10 parallel threads for maximum speed

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🎯 Who Uses This?

Industry	Use Case
🚗 Car Dealerships & Auto Flippers	Extract VINs, mileage, transmission types, title status, and engine specs across an entire city's vehicle listings. Find underpriced cars before competitors even know they're listed.
🏠 Real Estate Agents & Investors	Scrape rental listings, property prices, bedroom counts, and locations to analyze local housing markets. Track how fast listings move.
📦 Dropshippers & Resellers	Monitor electronics, furniture, and clothing prices. Identify undervalued items, track top-rated sellers, and spot trending categories.
📊 Market Research & Pricing	Build exhaustive category datasets for price elasticity analysis, competitor benchmarking, or supply/demand modeling.

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📊 What Data Does It Extract?

The scraper adapts to the category. Generic fields for all items, deep automotive specs for vehicles.

💡 Vehicle listings are Auto-Enriched with full specs: vin, engine, drivetrain, and title_status when provided by the seller!

🖼️ Apify Dataset View

General Listing JSON Example

{
  "url": "https://www.facebook.com/marketplace/item/123456789/",
  "title": "IKEA Malm Dresser - Like New",
  "price": "$150",
  "city_slug": "sanfrancisco",
  "seller_name": "Unknown",
  "pseudo_seller_id": "anon_e631ed69818bce84",
  "posted_at": "2023-10-24T18:30:00+00:00",
  "condition": "PC_USED_LIKE_NEW",
  "brand": "IKEA",
  "attributes": ["White", "6 drawers"]
}

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📥 Input Parameters

Parameter	Type	Default	Description
start_urls	array	[]	Paste any Facebook Marketplace search, category, or item URL to preserve your exact filters
search_query	string	"vehicles"	What to search for (e.g. iphone, honda civic, sofa)
city_slug	string	"sanfrancisco"	Facebook city identifier (e.g. london, newyork, chicago)
sort_by	string	"best_match"	Sort results: best_match, lowest_price, nearest_first, newest_first
min_price	int	1000	Minimum price filter ($)
max_price	int	10000	Maximum price filter ($)
max_results	int	100	Maximum listings to return
deep_sweep	bool	true	Toggle Deep Sweep mode to dynamically bypass Facebook 1,000 limits
concurrency	int	5	Parallel threads (1–10). Higher = faster!
days_since_listed	int	1	Recency filter: 1 = last 24h, 7 = last week

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💡 Quick API Integration

from apify_client import ApifyClient

client = ApifyClient("YOUR_API_TOKEN")

run = client.actor("scraperpro/facebook-marketplace-scraper").call(run_input={
    "search_query": "honda civic",
    "city_slug": "losangeles",
    "sort_by": "lowest_price",
    "max_results": 500,
    "deep_sweep": True
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"{item['title']} — {item['price']} — {item['seller_rating']}⭐")

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❓ FAQ

Q: Do I need to buy my own residential proxies?
A: No. Premium residential proxies are included automatically.

Q: Do I need a Facebook account or cookies?
A: No. The scraper runs completely anonymously.

Q: How do I get more than 1,000 listings?
A: Just enable deep_sweep! It intelligently bypasses the hard limits to fetch the entire dataset.

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🔍 Search Keywords

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