Lead Scoring — Articles on the Happierleads Blog

Build an ICP fit score from 0–100: four signal categories, starter weights, decay, routing thresholds, transparency, and A/B testing the model (2026)

Negative scoring signals filter out customers, open opportunities, employees, competitors, and unsubscribes before they hit your outbound queue. Detection patterns and CRM sync recipes.

Predictive lead scoring without a data scientist: rules vs. predictive, hybrid models, closed-loop learning, and transparent signal weights that reps will actually trust.