Which Product Usage Metric Actually Predicts SaaS Renewal? What the Research Shows
SaaS companies track logins, feature depth, seat utilization, and time-to-value to predict renewal, but real evidence on which one actually works is thin. What one detailed real-company study found when it tested usage data against relationship and pricing signals, and why usage data quality itself is often the first problem.