🕷️️ Job Radar • SCRAPING

freelancer.com 🟡 2026-05-13

🔹 International Manufacturing Supplier Leads
👤 Client: 🇺🇸 Los Angeles, United States Member since 2026-05-13
💰 Price: $81 Average bid
🚩 Problem: Generate a high-quality list of verified suppliers for manufacturing companies globally.
📦 Existing: Not specified

Specifications:

[Target] International manufacturing suppliers and their decision-makers
[Method] LinkedIn Sales Navigator, ZoomInfo, Apollo, web scraping
[UI/UX] N/A (Data-driven)
[Stack] Python with BeautifulSoup or Selenium for web scraping; Pandas for data processing; Excel/Google Sheets for output
[Security] Follow platform terms of service and local data-privacy rules
[Format] Spreadsheet: Company Name, Core Product Line, Country, Website, Decision-Maker Full Name, Job Title, Direct Email, Phone or LinkedIn URL

Workflow:

Define target industries and regions for manufacturing suppliers.
Use web scraping tools to gather initial data from reliable sources like LinkedIn Sales Navigator, ZoomInfo, Apollo.
Verify email addresses using validation services such as NeverBounce or ZeroBounce.
Clean and format the data in Python using Pandas for consistent column headers and non-generic emails.
Export the cleaned dataset into an Excel or Google Sheets file.