Facebook Marketplace Advert Scraper

Overview

The Facebook Marketplace Advert Scraper is a powerful tool designed to extract detailed information from Facebook Marketplace listings. Built on Apify, it utilizes Selenium and BeautifulSoup to scrape data such as titles, prices, descriptions, seller details, locations, and vehicle specifications.

Features

• 🚀 Automated Data Extraction – Scrapes key details from Facebook Marketplace adverts.
• 🏠 Proxy Support – Uses residential proxies to avoid detection and ensure reliable scraping.
• 🖥 Selenium WebDriver Integration – Handles dynamic page elements and interactions.
• 🔍 Advanced "See More" Handling – Automatically clicks all "See More" buttons to reveal full content.
• ✅ Login & Cookie Management – Bypasses login pop-ups and handles cookie consent dialogs.

How It Works

1. The scraper receives a list of advert URLs as input.
2. Selenium WebDriver loads each advert page while using a residential proxy.
3. The script extracts key details, such as:
   • Title
   • Price
   • Description
   • Location
   • Seller Name
   • Posting Time
   • Vehicle Details (if applicable)
4. All extracted data is pushed to the Apify dataset.

Input Configuration

The actor accepts the following JSON input:

1{
2  "start_urls": [
3    {
4      "url": "https://www.facebook.com/marketplace/item/123/"
5    }
6  ]
7}

Output Example

The extracted data is returned in structured JSON format:

1{
2  "url": "https://www.facebook.com/marketplace/item/123/",
3  "title": "BMW 3 Series 2018",
4  "price": "$18,500",
5  "description": "Well-maintained BMW with full service history...",
6  "location": "London, UK",
7  "seller_name": "John Doe",
8  "vehicle_details": ["Diesel", "Automatic", "50,000 miles"],
9  "posting_time": "Listed 2 days ago"
10}

Contact & Support

For questions, issues, or requests, feel free to open an issue.

🚀 Happy Scraping!