Recruiters & talent sourcers

Email Extraction for Recruiters

Recruiters spend hours every week wrangling contact data: candidate lists exported from an ATS, CVs full of contact details, conference attendee sheets, and sourcing spreadsheets from three different plugins. Getting clean, deduplicated, verified email addresses out of that mess is the difference between an outreach sequence that lands and one that bounces.

This workflow shows how to go from raw, messy sources to a verified send-ready list using free tools that run entirely in your browser — no uploads, no sign-up, and candidate data never leaves your machine.

The workflow

  1. 1

    Extract addresses from your raw sources

    Paste CV text, ATS exports, or copied LinkedIn search pages into the email extractor. It pulls every address regardless of surrounding formatting.

  2. 2

    Deduplicate and normalize

    Merge lists from multiple sources, lowercase everything, and strip duplicates so no candidate is contacted twice.

  3. 3

    Verify before you send

    Run the list through a bulk verifier to drop invalid and disposable addresses. Bounced emails to dead addresses hurt your domain's reputation for every future send.

  4. 4

    Segment and export

    Split the clean list by role, seniority, or source, and export as CSV straight into your outreach or ATS tool.

Recommended tools

Pro tips

  • Verify addresses the same day you send — lists decay fast as people change jobs.
  • Keep personal (gmail.com) and work addresses in separate segments; reply rates and compliance rules differ.
  • Never buy candidate lists — extraction from your own sourcing data keeps you GDPR-defensible.

Frequently asked questions