Free B2b Email Database India

Scraping Indian B2B emails is a pain. Most sites are behind captchas or have bot protection that changes weekly. We spent 3 months cracking the major directories and job boards. The trick was using a rotating proxy pool with residential IPs and a custom headless browser that mimics human behavior. Finally got a clean pipeline that extracts emails, names, and company details without getting blocked. Still, we verify everything because Indian email formats are all over the place.

The challenge with Indian B2B data is the lack of standardized formats. Some companies list emails as contact@, some as name.surname@, and some just have a contact form. We had to build a parser that can handle multiple patterns and also cross-reference with LinkedIn to fill in missing names. We also had to deal with tons of duplicate entries and fake emails. It was messy, but we ended up with a deduplicated list that's actually usable.

We scrape from public sources: company websites, government registries, and business directories. But the real gold is in the niche forums and industry-specific listings. We wrote a crawler that targets those. We also use an email verification service to filter out bounces. It's not perfect, but we get a 85% deliverability rate, which is better than most providers. If you need Indian B2B emails, this is the rawest you'll find.