Time-Based Close Rate Analysis for Marketing Budget Allocation

This article presents a methodology for decomposing close rates by time cohorts to better forecast sales pipeline and align marketing budgets with revenue targets. The approach uses historical SAL (sales accepted lead) conversion data across multiple quarters to build accurate waterfall models that connect demand generation spending to ARR outcomes.