Better research.
More relevant outreach.

We Used AI to Improve Cold Outreach. The Emails Weren’t the Important Part.

We analyzed 20,000 company websites and sent 3,570 cold emails to find out what matters more. Better targeting or better personalization. The biggest improvement came before the email was even written.

Robbert Veer

Oct 12, 2026

Read the post