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Classifieds & Local Data

Facebook Marketplace Scraper: Cars, Rentals & Deals API

Scrape Facebook Marketplace vehicles (VIN, mileage, make/model), apartment rentals (beds, baths, sqft, walk score), seller profiles, and local deals across multiple cities or ZIP codes. Bypasses 1K limit with 50+ fields, status checks (SOLD/PENDING), and HD photo carousels. No login needed.

Bypass 1K Limit40+ Structured FieldsZero Login RequiredVehicle VIN & Specs
Pricing: $0.0015 / item
•
Export: CSV / Excel / JSON / API
•
GitHub Repo & Samples →
sample_output.json
{
  "id": "1000000000000003",
  "url": "https://www.facebook.com/marketplace/item/1000000000000003/",
  "title": "1998 Toyota Camry LE Sedan 4D",
  "price": "$5,500",
  "city": "Los Angeles",
  "state": "CA",
  "condition": "Used - Good",
  "category": "Vehicles > Cars & Trucks > Sedans",
  "description": "Clean title, 1 owner vehicle. Recently serviced with new brakes and tires. Call or text 555-123-4567 for test drive.",
  "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_type": "PRIVATE_SELLER",
  "seller_phone": null,
  "pseudo_seller_id": "anon_1c373039bfed8879",
  "is_sold": false,
  "is_pending": false
}
Facebook Marketplace Scraper: Cars, Rentals & Deals API - UnitBytes

Features

What the Facebook Marketplace Scraper: Cars, Rentals & Deals API Extracts

01

Bypass Facebook 1,000 Listing Ceiling

Extract tens of thousands of listings across multi-city and nationwide ZIP code searches in a single automated run.

02

40+ Granular Extraction Fields

Vehicle mileage, transmission, VIN, exterior color, rental bed/bath counts, square footage, and seller profile rating.

03

100% Zero Login Architecture

Never risk your Facebook personal account or proxy burn. Scrapes completely unauthenticated with zero cookies.

04

Permanent HD Image URLs

Extracts original high-resolution photo URLs directly from Facebook CDN without compression artifacts.

Integration

Run It From Python or n8n

Python SDK • pip install apify-client
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")

run_input = {
    "search_query": "iphone",
    "city_slug": "sanfrancisco",
    "category": "all",
    "min_price": 0,
    "max_price": 50000,
    "max_results": 20
}

run = client.actor("unitbytes/Facebook-Marketplace-Scraper").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item.get("title"), item.get("price"), item.get("url"))
⚡ n8n Automation Blueprint All 44 n8n Templates →

n8n Workflow Template

Schedule this scraper and send results to Google Sheets, Airtable, or Slack.

⬇ Download .json
Paste in n8n with Ctrl+V n8n.io/creators/unitbytes ↗

FAQ

Frequently Asked Questions

Q: Do I need a Facebook account or cookies to scrape Facebook Marketplace?

No. All UnitBytes Facebook Marketplace engines run 100% cookieless in the cloud, so you never risk personal Facebook accounts or manage browser sessions.

Q: Can I search across multiple cities or ZIP codes in one run?

Yes. Pass any list of US/global cities or ZIP codes along with search keywords, category filters, minimum/maximum price bounds, and kilometer/mile radius.

Q: Does it detect price drops and SOLD listing status?

Yes. Every record includes current price, strikethrough previous_price, price-drop flags, live/pending/sold availability, GPS coordinates, and high-resolution photos.

Q: How much does the Facebook Marketplace Scraper cost?

Runs cost $0.0015 per listing ($1.50 per 1,000 items, with volume tiers down to $1.00/1K) and include a free monthly credit on Apify.

Classifieds Arbitrage Playbook

Automating Local Classifieds Arbitrage: Scraping Facebook Marketplace, Craigslist & OfferUp

Step-by-step guide with pricing and Python examples.

Read the guide →

Prefer Not to Run It Yourself?

Tell us what you need from Facebook Marketplace Scraper: Cars, Rentals & Deals API and we'll deliver a clean Excel/CSV file. One-time datasets from $99, custom scrapers from $299. We reply within 48 hours.