Revenue Attribution: The Complete Guide to Tracking, Measuring, and Optimizing Revenue Performance
A Chief Revenue Officer pulls up the Q4 results. Marketing claims credit for 45% of closed revenue. Sales credits outbound efforts for 60%. Channel partners claim 25%. The teams have attributed 130% of revenue, and not a single insight answers the question that...
Last Touch Attribution: What It Is, When It Works, and Why Most Revenue Teams Outgrow It
41% of marketers still rely on last-touch attribution as their primary model for online channels. That means nearly half of all marketing teams are making budget decisions, defending ROI, and planning campaigns based on a model that ignores every interaction except...
Sales Forecasting Methods: How to Choose the Right Approach for Predictable Revenue
Forecast accuracy is getting worse. Only 40% of organizations report high or good forecast accuracy, a 13% decline from 2021 levels when 53% achieved satisfactory results. For RevOps leaders accountable to boards, investors, and executive teams, that trajectory...
