Different models demand different metric stacks. SaaS relies on retention, expansion, and payback periods; e-commerce depends on contribution margins and repeat cycles; B2B focuses on pipeline quality and conversion velocity. Aligning metrics with real revenue behaviour helps teams remove vanity indicators and make decisions grounded in recurring performance.