Trying to get a read on the real-world stack. Vote for what you use to personalize at scale. If you use a combo, pick your primary and drop details in the comments.
In my experience, the most efficient way to personalize cold emails at scale is by combining automation tools like n8n or Zapier with AI. It allows you to:
Pull and segment data automatically from multiple sources
Generate personalized email content quickly
Maintain consistency while saving hours of manual work
This approach keeps outreach highly targeted without overwhelming your team.
Replies
In my experience, the most efficient way to personalize cold emails at scale is by combining automation tools like n8n or Zapier with AI. It allows you to:
Pull and segment data automatically from multiple sources
Generate personalized email content quickly
Maintain consistency while saving hours of manual work
This approach keeps outreach highly targeted without overwhelming your team.