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Facebook Marketplace Scraper API by UnitBytes

Try it for Free
⚑ 1-Click Free Trial: Test live queries using Apify's free monthly credit β€’ No credit card required

πŸ›’ Facebook Marketplace Scraper β€” Fast, Complete & Cost-Effective

The most reliable and cost-effective Facebook Marketplace Scraper on Apify.
Extract high-value market data in seconds without paying for bloated browser compute or burning your budget.

Scrape 40+ fields per listing β€” full HD image galleries, seller intelligence (star ratings & reviews), vehicle specs (VIN, mileage, transmission), full descriptions, and price history β€” across any city, category, or country. No login, no cookies, and no proxy configuration needed.


⚑ UnitBytes · US Local Marketplaces & Classifieds Intelligence Ecosystem
πŸ›’ FB Marketplace
πŸ“ You are here
40+ fields & full HD galleries
🏷️ Craigslist Scraper
50+ Metros & Direct Leads
Phones, emails, VINs & housing
πŸ“± OfferUp Scraper
Local Deals & Motors
ZIP radius, vehicle specs & ratings

⚑ Pre-Configured 1-Click Tasks & Common Use Cases

Skip manual parameter setup. Launch these ready-to-use task presets directly in 1 click:

Local Market / Lead Gen Preset Description & Target Query 1-Click Run Link
Find Undervalued Used Cars on Facebook Marketplace Extract every used car listing in any US city from Facebook Marketplace. Get VIN, mileage, seller rating, and price β€” no login needed. ⚑ Launch Task
Scrape Rental Listings on Facebook Marketplace Find apartments, houses, and rooms for rent on Facebook Marketplace by city and price range. Monitor new listings daily before they fill up ⚑ Launch Task
Find Cheap Electronics to Resell on FB Marketplace Scrape underpriced iPhones, laptops, and consoles on Facebook Marketplace. Find resale deals before flippers do β€” sorted by lowest price. ⚑ Launch Task
Extract Used Car & Vehicle Inventory on Facebook Marketplace Scrape used vehicle listings by make, model, year, and price across US cities. Export mileage, seller type, and pricing to Excel. ⚑ Launch Task
Scrape Rental Properties & Apartments on FB Marketplace Find apartment rentals, sub-leases, and houses for rent on Facebook Marketplace. Extract rental prices, square footage, and direct links. ⚑ Launch Task
Find Undervalued Electronics & Tech for Reselling Arbitrage Scan Facebook Marketplace for underpriced iPhones, MacBooks, GPUs, and gaming consoles for reselling arbitrage. ⚑ Launch Task
Monitor Deals on Furniture, Tools & Home Goods Track bargain furniture, power tools, and home appliances posted on FB Marketplace for fast local pickup and flipping. ⚑ Launch Task
Track Competitor Dealership Inventory & Price Drops Monitor dealer listings in your metro area to benchmark inventory levels, newly posted vehicles, and competitive pricing. ⚑ Launch Task

⚑ Why Choose This Scraper?

Most Facebook Marketplace tools rely on slow, heavy browser automation that crashes constantly and charges high fees for wasted computing power.

This scraper is built for high speed and maximum data quality:

  • ⚑ 4x Faster Scraping: Extract listings in seconds with lightweight direct requests.
  • πŸ’° Pay-Per-Result Value: Pay only for the actual listings you extract β€” no bloated browser compute or expensive monthly lock-ins.
  • πŸ›‘οΈ Zero Setup Required: Built-in IP rotation handles all anti-bot protections automatically.
  • πŸš€ Bypass the 1,000 Listing Cap: Intelligent price-range sweep unlocks the complete market dataset.
  • πŸ“± Clean HD Media: Flawlessly extracts 10–30+ high-resolution photos and video links per listing without UI artifacts or thumbnail clutter.

πŸ’° Transparent Pay-Per-Result Pricing

Pay strictly for the results you collect β€” zero expensive monthly commitments or wasted compute fees:

  • Pay-Per-Result: You are only charged for listings successfully delivered to your dataset.
  • All-Inclusive Data: Every listing includes 40+ fields, complete vehicle specifications (VIN, mileage, transmission), multi-photo HD galleries, and seller intelligence at no extra charge.
  • Automatic Tier Discounts: Enjoy volume discounts automatically applied based on your Apify subscription tier (Starter, Scale, or Business).

πŸ‘‰ Check the Pricing tab above for current live rates and subscription discounts.


🎯 Key Use Cases & Applications

Industry How Teams Use This Data
πŸš— Auto Flippers & Dealerships Extract VINs, mileage, transmission, engine specs, and clean titles across any city to find undervalued inventory before anyone else.
πŸ“¦ E-Commerce & Arbitrage Track electronics, luxury goods, and furniture prices across local markets. Spot arbitrage deals and monitor competitor inventory.
🏠 Real Estate & Property Managers Scrape local rental listings, furnished apartment prices, and square footage to analyze market rental rates in real-time.
πŸ“Š Market Intelligence & Lead Gen Monitor supply & demand trends, track top-rated high-volume sellers, and build local commerce databases.

πŸ“¦ What Data Does It Extract?

Every listing is enriched with structured data and automatic category detection:

Core Listing Data

  • Title & Description: Complete seller description and title
  • Pricing: Current price, currency, strikethrough price, and price drops
  • Media: Full HD photo gallery (10–30+ high-res images) and video streams
  • Location: City, state, postal code, and exact GPS coordinates
  • Listing Status: Date posted, listing age, is sold, is pending

πŸš— Vehicle & Hardware Specs (Auto-Detected)

  • VIN (Vehicle Identification Number)
  • Mileage & Odometer
  • Transmission (Automatic / Manual)
  • Fuel Type (Gas, Electric, Hybrid, Diesel)
  • Make, Model, Trim & Year
  • Dealership or Private Seller status

⭐ Seller Intelligence (Optional Add-On)

  • Seller Name & Profile Link
  • Star Rating (e.g. 4.9 ⭐)
  • Review Count (e.g. 24 reviews)
  • Facebook Join Year (e.g. Joined Facebook in 2018)
  • Anonymous Seller ID (track repeat sellers across listings)

πŸ–ΌοΈ Sample JSON Output

{
  "id": "1420973193459156",
  "url": "https://www.facebook.com/marketplace/item/1420973193459156/",
  "title": "1998 Toyota Camry LE Sedan 4D",
  "price": "$5,500",
  "city": "Los Angeles",
  "state": "CA",
  "condition": "USED",
  "description": "Clean title, 1 owner vehicle. Recently serviced with new brakes and tires...",
  "images": [
    "https://scontent.xx.fbcdn.net/v/t39.30808-6/example_camry_front.jpg",
    "https://scontent.xx.fbcdn.net/v/t39.30808-6/example_camry_interior.jpg",
    "https://scontent.xx.fbcdn.net/v/t39.30808-6/example_camry_engine.jpg"
  ],
  "make": "Toyota",
  "model": "Camry",
  "trim": "LE Sedan 4D",
  "year": 1998,
  "mileage": 142000,
  "transmission": "AUTOMATIC",
  "fuel_type": "GASOLINE",
  "seller_name": "David",
  "seller_rating": 5.0,
  "seller_review_count": 12,
  "seller_join_year": "Joined Facebook in 2016",
  "is_sold": false,
  "is_pending": false
}

πŸ“₯ Input Parameters

Parameter Type Default Description
search_query string "vehicles" Search keywords (e.g. toyota camry, iphone 15, leather sofa)
city_slug string "losangeles" Target city (e.g. losangeles, newyork, chicago, miami, london)
start_urls array [] Paste any direct Facebook Marketplace search, category, or listing URLs
min_price int 1000 Minimum price filter
max_price int 10000 Maximum price filter
max_results int 100 Total listings you wish to collect
days_since_listed int 7 Maximum listing age in days (e.g. 1 for last 24 hours, 7 for past week)
sort_by string "best_match" Sort options: best_match, price_ascend, creation_time_descend, distance_ascend
include_all_photos boolean true Scrape full HD photo gallery (10–30+ images). Disable for primary photo only
enable_seller_intel boolean false Deep scrape seller profile for star rating, review count, and join year
fast_mode boolean false Rapid search mode: scrapes search feed data only without opening listing pages
concurrency int 5 Parallel workers (1–10). Higher = faster

πŸ’‘ Quick Integration (Python Example)

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_API_TOKEN")

run = client.actor("unitbytes/facebook-marketplace-scraper\").call(
    run_input={
        "search_query": "honda civic",
        "city_slug": "chicago",
        "min_price": 1000,
        "max_price": 8000,
        "max_results": 50,
        "include_all_photos": True,
        "enable_seller_intel": False
    }
)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"{item['title']} - {item['price']} - {len(item.get('images', []))} photos")


πŸ”Œ MCP Server Setup: Claude Code, Cursor & AI Agents

Connect this scraper directly to Claude Code, Claude Desktop, Cursor, or any MCP-compatible AI agent via the hosted Apify MCP server:

{
  "mcpServers": {
    "apify": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=actors,docs,unitbytes/Facebook-Marketplace-Scraper"
    }
  }
}

No manual API token required in configuration if your client supports Apify OAuth sign-in. Alternatively, pass your Apify API Token in the authorization header.


πŸ€– Ask an AI Assistant About This Scraper

Open a ready-to-run prompt about Facebook Marketplace Scraper in your favorite AI assistant:


❓ Frequently Asked Questions

Q: Do I need to buy or configure proxies?
A: No. Premium proxy rotation is included automatically.

Q: Do I need a Facebook account or cookies?
A: No. The scraper runs 100% anonymously. You do not need an account or browser sessions.

Q: What is the difference between Fast Mode and Standard Mode?
A: Fast Mode only scrapes data visible on the search results page (title, price, primary thumbnail, city, link) at high speeds. Standard Mode deep-scrapes each item page to collect vehicle specs, full descriptions, location coordinates, and HD image carousels.

Q: Can I scrape more than 1,000 listings in a city?
A: Yes! The scraper automatically engages intelligent price-range sharding whenever you request large result volumes, seamlessly bypassing Facebook's 1,000 item limit.


πŸ” Related Keywords

Facebook Marketplace scraper, scrape Facebook Marketplace without login, Facebook Marketplace car scraper, Facebook vehicle scraper, Facebook price monitor, Facebook Marketplace leads, Apify Facebook Marketplace, Facebook Marketplace API, Facebook real estate scraper, e-commerce product research.


πŸ’¬ Enterprise Support & Custom Pipelines

Need custom web data feeds, high-frequency scheduled runs, private cluster deployments, or dedicated SLAs?

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The fastest and most cost-effective Facebook Marketplace Scraper API on Apify. Extract 40+ fields per listing including seller intelligence, vehicle specs, and HD images with zero login required.

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