
The modern digital consumer has developed a preternatural ability to identify automated outreach within seconds of opening an email, rendering traditional data-driven personalization techniques less effective than they were just a few years ago. While the marketing industry once treated the insertion of a recipient’s first name as the gold standard of engagement, that tactic has quickly shifted from a










