saas-revenue-growth-metrics

Installation
Summary

Calculate and interpret core SaaS revenue, retention, and growth metrics to diagnose business momentum and product-market fit.

  • Covers 10+ essential metrics: MRR/ARR, ARPU/ARPA, churn rate, NRR, expansion revenue, and Quick Ratio, with formulas and quality checks for each
  • Includes cohort analysis and revenue mix frameworks to reveal hidden trends that blended metrics obscure (e.g., cohort degradation, concentration risk)
  • Provides benchmarks for each metric (e.g., <2% monthly churn is great; NRR >120% is excellent) and decision rules for when to scale vs. fix retention
  • Highlights 10 common pitfalls: confusing revenue with profit, ignoring cohort degradation, treating all churn equally, and misinterpreting blended metrics
SKILL.md

Purpose

Master revenue and retention metrics to understand SaaS business momentum, evaluate product-market fit, and make data-driven decisions about growth investments. Use this to calculate key metrics, interpret trends, identify problems early, and communicate business health to stakeholders.

This is not a business intelligence tool—it's a framework for PMs to understand which metrics matter, how to calculate them correctly, and what actions to take based on the numbers.

Key Concepts

Revenue Metrics Family

The "top-line" metrics that measure how much money the business generates.

Revenue — Total money earned from selling products/services before expenses. The "top line" of the income statement.

  • Why PMs care: Every feature should connect to revenue (direct or indirect). If you can't articulate revenue impact, prioritization becomes impossible.
  • Formula: Sum of all customer payments in a period
  • Benchmark: Growth rate matters more than absolute number (context-dependent by stage)

ARPU (Average Revenue Per User) — Average revenue generated per individual user.

Related skills
Installs
1.0K
GitHub Stars
4.2K
First Seen
Feb 12, 2026