Targeted Email/contact Web Scrape -- 2

Job ID: 40399036

Budget: $30 – $250 USD

Im looking for a large amount of lists and looking to pay around $1 per 20 contacts with valid email addresses harvested from lists I'll give you.
I only neeed proper clean verified and contactable info!

Objective: outreach to sell books.

You might use the stack you are most comfortable with Python + BeautifulSoup, Scrapy, Selenium, Node.js + Puppeteer, or similar 'as long as the final data is clean and deduplicated'

Deliverables:
• A CSV file containing each email address alongside the exact page URL where it was found
• A brief note on the toolchain or script used (for reproducibility)

I need the lists to be well-targeted, deduplicated, and usable for outreach.

Accuracy matters. Do Not give me a bloated list full of bounces...

Are the contacts manually curated or scraped and then cleaned?
What data fields are included for each contact?
Whether you can separate lists by exact category and niche?
Whether duplicates are removed across categories?
Whether you offer replacement/refund for invalid or bouncing emails?

Thank you