🕷️️ Job Radar • SCRAPING

freelancer.com 2026-04-14 🟡

🔹 10K Verified b2b Emails
👤 Client: 🇪🇸 Madrid, Spain Member since 2024-07-19
💰 Price: $175 Average bid
🚩 Problem: Need accurate and verified email addresses for specific B2B sectors.
📦 Existing: Not specified

Specifications:

[Target] Interior designers, decorators, small contractors, builders, kitchen and bath remodelers
[Method] Smart scraping with manual cross-checks and validation tool
[UI/UX] N/A (Data-driven)
[Stack] Python (Scrapy or Beautiful Soup), Selenium, Pandas, Excel/CSV
[Security] Data encryption during transfer, secure storage
[Format] CSV or Excel file with columns: Company Name, Contact Name, Title, Email, Phone, City, State, Source URL

Workflow:

1. Define and prioritize scraping sources (Houzz, Google Maps, LinkedIn, industry directories).
2. Develop a scraper using Python libraries like Scrapy or Beautiful Soup to extract relevant data.
3. Implement Selenium for dynamic content extraction where necessary.
4. Apply filters to ensure data fits target sectors.
5. Use a reputable validation tool to check email syntax, domain, and deliverability.
6. Manually cross-check data points to enhance accuracy.
7. Clean and deduplicate the dataset.
8. Export final data into CSV or Excel format with specified columns.
9. Compile a summary report detailing tools, filters, and verification steps.