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Metrics

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Most SaaS founders end up with one of two relationships to "metrics." Either they track too few — just signups and revenue — and miss every leading indicator until something has already broken, or they bolt on a dashboard tool and end up with thirty charts they never open. The middle ground, the one this category is built around, is the small set of five to eight numbers that actually move a decision this Friday. Not impressive numbers. Useful ones.

What we keep seeing on real Stripe data: founders confuse activity with insight. Pageviews go up, they call it "growth." Signups stay flat, they call it "a content problem" without checking whether the signups they had actually paid. Real metric work for indie SaaS is closer to a doctor's checkup than a press release — you want the two or three readings that flag whether you're still healthy, not a magazine spread of every system.

Start with understanding MRR — it's the foundation, and the place most founders introduce a counting error that quietly skews every later number. If you're trying to figure out which terms to standardize on across your team, the SaaS metrics glossary is the reference layer. For acquisition cost specifically, average CAC SaaS benchmarks gives you the comparison points without the Series-C distortion most posts include.

One observation we share often: the metrics that matter shift with your stage. Pre-PMF you want DAU and activation, because you're asking "are people using this." Post-PMF cohort retention, NRR, and CAC payback take over. Staring at the wrong metric for your stage isn't neutral — it actively pulls you toward bad decisions. Pick the article in this category closest to the question on your desk this week, not the loudest one in your feed. And when you make a change, write down which metric you expect to move and by how much — that single line of accountability is what separates founders who learn from founders who only measure.

Most SaaS founders end up with one of two relationships to "metrics." Either they track too few — just signups and revenue — and miss every leading indicator until something has already broken, or they bolt on a dashboard tool and end up with thirty charts they never open. The middle ground, the one this category is built around, is the small set of five to eight numbers that actually move a decision this Friday. Not impressive numbers. Useful ones.

What we keep seeing on real Stripe data: founders confuse activity with insight. Pageviews go up, they call it "growth." Signups stay flat, they call it "a content problem" without checking whether the signups they had actually paid. Real metric work for indie SaaS is closer to a doctor's checkup than a press release — you want the two or three readings that flag whether you're still healthy, not a magazine spread of every system.

Start with understanding MRR — it's the foundation, and the place most founders introduce a counting error that quietly skews every later number. If you're trying to figure out which terms to standardize on across your team, the SaaS metrics glossary is the reference layer. For acquisition cost specifically, average CAC SaaS benchmarks gives you the comparison points without the Series-C distortion most posts include.

One observation we share often: the metrics that matter shift with your stage. Pre-PMF you want DAU and activation, because you're asking "are people using this." Post-PMF cohort retention, NRR, and CAC payback take over. Staring at the wrong metric for your stage isn't neutral — it actively pulls you toward bad decisions. Pick the article in this category closest to the question on your desk this week, not the loudest one in your feed. And when you make a change, write down which metric you expect to move and by how much — that single line of accountability is what separates founders who learn from founders who only measure.

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