I need help pulling together a fresh, accurate list of leads for an upcoming campaign. I’m open to B2B, B2C or even niche-specific e-commerce contacts; what matters most is the data quality and how well the list matches the targeting criteria we’ll define together. Scope • Identify the most effective online sources—business directories, social platforms, company websites or others you recommend—to mine contacts at scale. • Scrape and deliver clean, de-duplicated data that includes at minimum names, company (or consumer) details, email addresses and phone numbers; social media profiles are a plus. • Provide the file in CSV or Google Sheets format, neatly organised and ready for import into our CRM. Acceptance Criteria • All emails must pass basic validation and hard-bounce checks. • Fewer than 5 % duplicates across the entire dataset. • A short note on the scraping methodology and any tools or APIs used (e.g., Python, Scrapy, Octoparse, Apify). If you have previous examples, estimated turnaround times, or suggestions on refining the target filters, let’s discuss them so we can kick off right away.