Facebook Marketplace Scraper: Cars, Rentals & Deals avatar

Facebook Marketplace Scraper: Cars, Rentals & Deals

Pricing

from $3.33 / 1,000 results

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Facebook Marketplace Scraper: Cars, Rentals & Deals

Facebook Marketplace Scraper: Cars, Rentals & Deals

The cheapest, fastest, and most data-rich Facebook Marketplace scraper on Apify. Extracts vehicle inventory, apartment rentals, and items with 40+ fields.

Pricing

from $3.33 / 1,000 results

Rating

5.0

(2)

Developer

ScraperPro

ScraperPro

Maintained by Community

Actor stats

3

Bookmarked

12

Total users

5

Monthly active users

3 days ago

Last modified

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๐Ÿ›’ Facebook Marketplace Scraper โ€” 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 โ€” full HD image galleries, seller intelligence (star ratings & reviews), vehicle specs (VIN, mileage, transmission), full descriptions, and price history โ€” across any city, category, or country. No login, no cookies, and no proxy configuration needed.


โšก 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:

  • โšก 4x Faster Scraping: Extract listings in seconds with lightweight direct requests.
  • ๐Ÿ’ฐ Pay-Per-Result Value: Pay only for the actual listings you extract โ€” no bloated browser compute or expensive monthly lock-ins.
  • ๐Ÿ›ก๏ธ Zero Setup Required: Built-in IP rotation handles all anti-bot protections automatically.
  • ๐Ÿš€ Bypass the 1,000 Listing Cap: Intelligent price-range sweep unlocks the complete market dataset.
  • ๐Ÿ“ฑ Clean HD Media: Flawlessly extracts 10โ€“30+ high-resolution photos and video links per listing without UI artifacts or thumbnail clutter.

๐Ÿ’ฐ Transparent Pay-Per-Result Pricing

Pay strictly for the results you collect โ€” 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).

๐Ÿ‘‰ Check the Pricing tab above for current live rates and subscription discounts.


๐ŸŽฏ Key Use Cases & Applications

IndustryHow Teams Use This Data
๐Ÿš— Auto Flippers & DealershipsExtract VINs, mileage, transmission, engine specs, and clean titles across any city to find undervalued inventory before anyone else.
๐Ÿ“ฆ E-Commerce & ArbitrageTrack electronics, luxury goods, and furniture prices across local markets. Spot arbitrage deals and monitor competitor inventory.
๐Ÿ  Real Estate & Property ManagersScrape local rental listings, furnished apartment prices, and square footage to analyze market rental rates in real-time.
๐Ÿ“Š Market Intelligence & Lead GenMonitor supply & demand trends, track top-rated high-volume sellers, and build local commerce databases.

๐Ÿ“ฆ 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 (10โ€“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

๐Ÿš— 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

โญ Seller Intelligence (Optional Add-On)

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

๐Ÿ–ผ๏ธ 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
}

๐Ÿ“ฅ Input Parameters

ParameterTypeDefaultDescription
search_querystring"vehicles"Search keywords (e.g. toyota camry, iphone 15, leather sofa)
city_slugstring"losangeles"Target city (e.g. losangeles, newyork, chicago, miami, london)
start_urlsarray[]Paste any direct Facebook Marketplace search, category, or listing URLs
min_priceint1000Minimum price filter
max_priceint10000Maximum price filter
max_resultsint100Total listings you wish to collect
days_since_listedint7Maximum listing age in days (e.g. 1 for last 24 hours, 7 for past week)
sort_bystring"best_match"Sort options: best_match, price_ascend, creation_time_descend, distance_ascend
include_all_photosbooleantrueScrape full HD photo gallery (10โ€“30+ images). Disable for primary photo only
enable_seller_intelbooleanfalseDeep scrape seller profile for star rating, review count, and join year
fast_modebooleanfalseRapid search mode: scrapes search feed data only without opening listing pages
concurrencyint5Parallel workers (1โ€“10). Higher = faster

๐Ÿ’ก Quick Integration (Python Example)

from apify_client import ApifyClient
client = ApifyClient("YOUR_APIFY_API_TOKEN")
run = client.actor("scraperpro/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")

โ“ 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.


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