ShakeelLinks
Registered Member
- Jun 15, 2026
- 55
- 11
I’m doing link building outreach and need vendor/client emails from a list of target websites.
I already have a custom crawler built with Playwright + scrapling. It crawls the sites fine, but the verified email rate is only around 20%. Even when I get decent prospects, only about 30% of the emails end up verified.
I’m looking for a free (or very low-cost freemium) tool, crawler, or workflow that can take a list of websites and return 80%+ verified emails.
Requirements:
Input: list of domains/websites
Output: high percentage of actually verified (deliverable) emails
Preferably free or with a usable free tier
Suitable for link building / outreach volume
I’ve tried basic scraping approaches and the verification rate stays low. Happy to improve my Playwright setup or switch to another tool/method if it actually delivers better results.
What tools, open-source scrapers, or workflows are people using in 2026 that give high verified email rates without burning a lot of money?
Any recommendations appreciated. Thanks!
I already have a custom crawler built with Playwright + scrapling. It crawls the sites fine, but the verified email rate is only around 20%. Even when I get decent prospects, only about 30% of the emails end up verified.
I’m looking for a free (or very low-cost freemium) tool, crawler, or workflow that can take a list of websites and return 80%+ verified emails.
Requirements:
Input: list of domains/websites
Output: high percentage of actually verified (deliverable) emails
Preferably free or with a usable free tier
Suitable for link building / outreach volume
I’ve tried basic scraping approaches and the verification rate stays low. Happy to improve my Playwright setup or switch to another tool/method if it actually delivers better results.
What tools, open-source scrapers, or workflows are people using in 2026 that give high verified email rates without burning a lot of money?
Any recommendations appreciated. Thanks!
