🕷️️ Job Radar • SCRAPING

freelancer.com 🟡 2026-05-06

🔹 Generate a clean email list of 50,000 individuals interested in Derila Ergo Pillow
👤 Client: 🇺🇸 Lee's Summit, United States Member since 2024-08-31
💰 Price: $230 Average bid
🚩 Problem: Need to ensure the email list is regulation-compliant and free from spam traps, bots, duplicates.
📦 Existing: Not specified

Specifications:

[Target] - USA middle-aged adults (30-60) with upper/middle income
[Method] - Web scraping of agreed-upon sources, real-time validation, data enrichment
[UI/UX] - N/A
[Stack] - Python (Scrapy or Beautiful Soup), Pandas for data manipulation, Email Verification API
[Security] - Data encryption during transit and storage, Regular security audits
[Format] - CSV/Excel with first name, last name, verified email, location, source URL

Workflow:

Identify and agree on target websites and forums for scraping.
Implement web scraping using Python libraries to gather data.
Real-time validation of scraped emails against spam traps and bot detection tools.
Remove duplicates and clean the dataset.
Enrich data with additional fields like location if available.
Export final list in CSV/Excel format.
Generate verification report including bounce-rate prediction and trap removal results.