🕷️️ Job Radar • SCRAPING

freelancer.com 🟡 2026-05-04

🔹 Real Estate Buyer Leads Scrape
👤 Client: 🇩🇪 Berlin, Germany Member since 2026-05-04
💰 Price: $591 Average bid
🚩 Problem: Gather accurate and current contact details of real estate buyers from publicly accessible sources.
📦 Existing: Not specified

Specifications:

[Target] Real estate buyer leads (individuals or entities actively looking to purchase property)
[Method] Web scraping using Python, Scrapy, BeautifulSoup, Apify, browser automation tools
[UI/UX] Not applicable
[Stack] Python, Scrapy, BeautifulSoup, Apify, Selenium for browser automation
[Security] Respect site terms of service; no property preferences or past purchase history collected
[Format] CSV or Google Sheets with unique buyer entries (name, working email, phone number where available)

Workflow:

Analyze target websites and identify data extraction points.
Develop scraping scripts using Python, Scrapy, BeautifulSoup, Apify, or Selenium for browser automation.
Test scripts to ensure accuracy and compliance with site terms of service.
Extract data from identified sources, ensuring only buyer leads are collected.
Clean and validate email addresses; maintain a low bounce rate (<5%).
Organize extracted data into CSV or Google Sheets format with source URLs noted for each lead.