🕷️️ Job Radar • SCRAPING

freelancer.com 🟢 2026-05-09

🔹 Generate EU Business Email List
👤 Client: 🇳🇱 Arnhem, Netherlands Member since 2019-11-17
💰 Price: $512 Average bid
🚩 Problem: Need a verified list of business email addresses from EU countries for an outreach campaign.
📦 Existing: Not specified

Specifications:

[Target] - Office managers, restaurant managers, hotel managers, interior designers, architects, project developers in businesses purchasing artificial plants and trees.
[Method] - Use reputable scraping tools, API look-ups (Hunter, Apollo, Clearbit), or manual verification to ensure accuracy.
[UI/UX] - Not applicable
[Stack] - Python with libraries like Beautiful Soup, Requests, or Selenium for web scraping; APIs from Hunter, Apollo, Clearbit; CSV handling with Pandas.
[Security] - Ensure compliance with GDPR and other relevant data protection laws. Use secure storage methods for sensitive information.
[Format] - Deliver in CSV format: Business email address, Company name & website, Contact person’s name and title (when available), Country of the business, Source/verification note.

Workflow:

Define target industries and roles based on provided criteria.
Select scraping tools and APIs for data collection ensuring compliance with legal requirements.
Scrape or query APIs to gather initial dataset.
Validate email addresses using services like Hunter, Apollo, Clearbit, or manual checks.
Clean and deduplicate the dataset to ensure high quality and accuracy.
Export final list in CSV format as specified.