Signal-Based vs. List-Based ABM: The Data Gap Is Bigger Than You Think

I ran the numbers on 94 B2B companies and the delta between signal-based and list-based selling is no longer marginal — it's structural. Signal-based teams are closing at a 32% win rate vs. 13% for list-based, with sales cycles 57 days shorter and a 4.2x pipeline-to-close ratio vs. 1.8x. The core insight: intent isn't a fixed property of a company — it's a time-bound state that changes weekly, and a static list built in January is already wrong by April.