Back

Airbnb Scraper & Lead Generation

Python / Selenium / Web Scraping / 2024

Project Overview

This Python-based automation suite is designed to scrape Airbnb listings to generate business leads. It leverages Selenium with Firefox and rotating proxies to bypass anti-bot mechanisms, navigating seamlessly through search results and extracting unique property URLs.

Architecture & Flow

Initialize Selenium Firefox Driver
Rotate & Verify Proxies
Navigate to Airbnb & Search Target Location
Scrape Page DOM (BeautifulSoup)
Filter Room URLs
Store Data in JSON (airbnb_urls.json)

Key Technical Features

  • Proxy Rotation: Custom proxy pool to avoid IP blocks and rate limits.
  • Headless Browsing: Custom Firefox profile with JavaScript execution and tailored headers.
  • DOM Parsing: BeautifulSoup4 for rapid parsing of complex JavaScript-rendered HTML.
  • Pagination Handling: Automated traversal across dozens of pages until data exhaustion.