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UnitBytes Enterprise Data Labs
Classifieds & Local Data

Facebook Marketplace Property & Rentals Scraper

Scrape apartments for rent, houses for rent, and homes for sale on Facebook Marketplace. Filter by bedrooms, bathrooms, square footage, price, and city/ZIP.

Pay-Per-EventZero Login RequiredFast Cloud APIJSON / CSV Ready
Pricing: $0.0015 / item
•
Latency: Sub-Second
•
Export: CSV / Excel / JSON / API
•
GitHub Repo & Samples →
sample_output.json
{
  "id": "2103437230453844",
  "url": "https://www.facebook.com/marketplace/item/2103437230453844/",
  "title": "2 Beds 1 Bath Apartment",
  "price": "$3,200",
  "numeric_price": 3200.0,
  "currency": "USD",
  "listing_status": "ACTIVE",
  "property_type": "Apartment",
  "bedrooms": 2,
  "bathrooms": 1,
  "square_feet": 920,
  "pet_friendly": "Cat and dog friendly",
  "laundry": "In-unit laundry",
  "parking": "Garage parking",
  "heating_ac": "Central AC",
  "street_address": "123 Valencia St",
  "walk_score": 96,
  "transit_score": 88,
  "bike_score": 94,
  "seller_name": "Sarah Miller",
  "seller_rating": 4.85,
  "city_slug": "sanfrancisco"
}
Facebook Marketplace Property & Rentals Scraper Banner - UnitBytes Enterprise Web Data Engine

Engine Architecture

Key Extraction Capabilities

Built specifically for high-throughput enterprise pipelines with zero credential leakage.

01

Upstream Property Filters

Filter directly on Facebook Marketplace by min_bedrooms, max_bedrooms, min_bathrooms, min_sqft, max_sqft, and category (propertyrentals or propertyforsale).

02

Structured Rental & Property Fields

Extracts property_type (Apartment, House, Townhouse, Condo), bedrooms, bathrooms, square_feet, pet_friendly (Cat & Dog Friendly), laundry (In-unit laundry), parking (Garage parking), heating_ac (Central AC)...

03

Neighborhood Walkability Scores

Automatically extracts walk_score, transit_score, and bike_score (0–100) plus exact GPS latitude and longitude.

04

Landlord & Agent Profiles

Extracts seller_id, seller_profile_url, seller_rating, and supports scraping full landlord/property manager portfolios via /marketplace/profile/<id>/.

Developer & No-Code Automation

Integrate via Python SDK or 1-Click n8n Workflow

Run programmatically in 3 lines of Python or paste our ready-made workflow JSON directly onto your n8n canvas.

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

client = ApifyClient("YOUR_APIFY_TOKEN")

run_input = {
    "category": "propertyrentals",
    "city_slug": "chicago",
    "search_query": "",
    "min_price": 800,
    "max_price": 3500,
    "max_results": 20,
    "days_since_listed": 7,
    "proxy_configuration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"]
    }
}

run = client.actor("unitbytes/facebook-marketplace-property-scraper").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item.get("title"), item.get("seller_name"), item.get("price"))
⚡ n8n Automation Blueprint All 33 n8n Templates →

Ready-to-Import n8n Workflow

Automate scheduled runs, normalize output fields, and pipe records directly into Google Sheets, Airtable, Slack, or OpenAI with zero code.

Pre-Wired 5-Node Pipeline:
Schedule → Set Token → UnitBytes API → CSV / Sheets
⬇ Download .json
Paste in n8n with Ctrl+V n8n.io/creators/unitbytes ↗

Technical Documentation

Frequently Asked Questions

Q: Do I need my own proxies or account login for facebook-marketplace-property-scraper?

No. UnitBytes manages residential proxy rotation and automated request orchestration so you never need personal accounts or proxies.

Q: What output formats are supported?

All data can be downloaded in JSON, CSV, or Excel formats, or consumed directly via the Apify REST API and webhooks.

Q: How does pricing work?

You only pay for successful records extracted under Apify Pay-Per-Event pricing, with zero monthly minimums or idle compute costs.

Q: Can this actor be integrated into automated workflows?

Yes. You can trigger runs via Apify API, Python/JavaScript clients, Make, Zapier, or scheduled cron workflows.

Classifieds Arbitrage Playbook

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

Read our complete technical architecture guide, pricing breakdown, and production Python examples.

Read Engineering Guide →

Related Data Engines

Complementary extractors built for the same intelligence stack.

View All 33 Engines →
Done-For-You Datasets • Custom Scrapers • Enterprise SLAs

Need Custom Facebook Marketplace Property & Rentals Scraper Data or a Dedicated Pipeline?

Need custom enterprise data integration, dedicated data pipelines, or high-volume warehouse exports? Tell us what data you need and we will deliver clean Excel / CSV / Google Sheets datasets, set up automated S3/BigQuery feeds, or build a custom pipeline for your team.

Option 1 • Fast Turnaround
Done-For-You CSV / Excel

Send us your search keywords, categories, or URLs. We run the extraction and email you a clean, ready-to-use Excel/CSV file within 24 hours.

Option 2 • Automated Stream
Scheduled Data Feeds

Hands-free daily, weekly, or real-time monitoring pushed directly to Google Sheets, Amazon S3, BigQuery, Snowflake, or Webhook.

Option 3 • Bespoke Build
Custom Scraper / New Site

Need custom fields added or a brand-new website reverse-engineered? We build, host, and maintain dedicated anti-bot engines.

Direct response from an engineer within 12 hours.
Prefer direct email? Write to us anytime at contact@unitbytes.com