Introduction
For contractor outreach, the best-performing subject line is unlikely to be the one that simply sounds the most sophisticated or “AI-generated.” Evidence from recent B2B email research points instead toward specificity, personalization, brevity, and relevance. A 2025 Belkins/Reply.io analysis of 5.5 million B2B cold emails found that personalized subject lines achieved...
