Stripe

This category exists because Stripe is the single most important system in an indie SaaS founder's stack, and also the system most founders use most wrong. Stripe gives you what looks like a complete analytics layer out of the box — MRR, churn, customer count, all calculated for you. The problem is that those numbers are computed for a specific definition of each metric that may or may not match what you mean by them, and the gap silently distorts every decision you make on top of it.

The single most common mistake: trusting Stripe's MRR number without understanding how it's built. Stripe's MRR includes some things you'd want excluded (one-time charges in some configurations) and excludes others you'd want included (annual prepays handled depending on subscription setup). It also rounds. The aggregate effect on a small book is usually a three-to-eight-percent distortion that compounds over months. The remedy isn't to abandon Stripe — it's to know the recipe.

Start with connecting your Stripe API key for the operational setup — restricted, read-only key, the right four resources only. The Stripe analytics guide covers what the native dashboard gives you and where it falls short, with practical workarounds. And the Stripe MRR guide digs into the specific MRR calculation question, with the corrections you need to make to get a defensible number you can paste into Slack without caveats.

One observation we share often: Stripe is excellent at being a payments processor and adequate at being an analytics tool, and confusing the two is the source of most reporting bugs we help debug. Treat Stripe as the source of truth for transactions and as a starting layer for analytics, not as the answer. The articles in this category help you draw that line cleanly without rebuilding what Stripe already does well, so you can spend your time on decisions instead of reconciling two dashboards that disagree.