B2B AI Prospecting and Lead Scoring: A Four-Phase Operational Playbook

A step-by-step workflow for demand-generation managers, sales ops leads, and RevOps practitioners who are past the hype stage and need to deploy AI prospecting and lead scoring that actually works — covering ICP signal definition, data prerequisites, model selection, intent data integration, scoring tier design, rep adoption, and measurement.