Tracking onboarding flows, session length, and feature clicks shows where users hit limits or confusion. Monitoring retry attempts and upgrade prompts reveals friction points that block progress. Instead of visual heatmaps, access logs and usage funnels act like a map of user struggle, highlighting where data constraints bite hardest. These insights help adjust free-tier allowances, suggest smarter data compression, and guide users toward actions that unlock more access faster. Over time, this reduces early drop-off and improves retention.