SaaS Analytics, MRR, Churn and growth for indie founders
Most SaaS analytics content treats you like a CFO at a Series B company — pages about "revenue intelligence," boardroom-ready waterfalls, frameworks borrowed from companies with a finance team of nine people. This blog doesn't. We assume you ship code on Monday and need a clean answer about churn or pricing by Friday, working from the same Stripe dashboard everyone else stares at. Every article is written for that exact gap — between the founder-blog Twitter version of advice, which is shallow, and the McKinsey-deck version, which doesn't apply.
What we deliberately don't publish defines the blog as much as what we do. No listicles called "The 17 SaaS tools you need in 2026." No Wikipedia definitions some marketing team recycled. No invented frameworks that exist to make a consultant sound smart on a panel. When we write about churn rate, it's because we ran the math on real Stripe data and watched founders set up the counter wrong. When we write about CAC, it's with concrete benchmarks for bootstrapped SaaS at sub-€100K MRR, not Series C numbers borrowed from a fundraising press release.
Every article holds the same shape: the formula in clear language, the classic mistake you'll make on the first pass, the threshold above which the metric stops working, and one concrete action for this week. Zero filler. If you want to read MRR cleanly off Stripe, start with the understanding MRR guide. If you need a CAC benchmark for your vertical, average CAC SaaS benchmarks has the numbers. If you want the full cohort picture, cohort analysis for SaaS founders is the next step.
This blog orbits NoNoiseMetrics — the tool we build for bootstrappers who want their real MRR from Stripe in 90 seconds, free up to €10K MRR. But we won't push a CTA in your face every two paragraphs. The articles exist so you learn something, not to trap you in a funnel. If by the end you decide "okay, I want to see this on my own numbers," good. If you leave with only a clearer view of what to change next week, also good. That's usually the point.
Most SaaS analytics content treats you like a CFO at a Series B company — pages about "revenue intelligence," boardroom-ready waterfalls, frameworks borrowed from companies with a finance team of nine people. This blog doesn't. We assume you ship code on Monday and need a clean answer about churn or pricing by Friday, working from the same Stripe dashboard everyone else stares at. Every article is written for that exact gap — between the founder-blog Twitter version of advice, which is shallow, and the McKinsey-deck version, which doesn't apply.
What we deliberately don't publish defines the blog as much as what we do. No listicles called "The 17 SaaS tools you need in 2026." No Wikipedia definitions some marketing team recycled. No invented frameworks that exist to make a consultant sound smart on a panel. When we write about churn rate, it's because we ran the math on real Stripe data and watched founders set up the counter wrong. When we write about CAC, it's with concrete benchmarks for bootstrapped SaaS at sub-€100K MRR, not Series C numbers borrowed from a fundraising press release.
Every article holds the same shape: the formula in clear language, the classic mistake you'll make on the first pass, the threshold above which the metric stops working, and one concrete action for this week. Zero filler. If you want to read MRR cleanly off Stripe, start with the understanding MRR guide. If you need a CAC benchmark for your vertical, average CAC SaaS benchmarks has the numbers. If you want the full cohort picture, cohort analysis for SaaS founders is the next step.
This blog orbits NoNoiseMetrics — the tool we build for bootstrappers who want their real MRR from Stripe in 90 seconds, free up to €10K MRR. But we won't push a CTA in your face every two paragraphs. The articles exist so you learn something, not to trap you in a funnel. If by the end you decide "okay, I want to see this on my own numbers," good. If you leave with only a clearer view of what to change next week, also good. That's usually the point.
8 customer success metrics that predict SaaS retention: health score, NPS, time to value, expansion rate. Formulas, benchmarks, how to act. For founders.
MRR vs ARR explained: formulas, when to report each, how to convert between them, and the mistakes that make your recurring revenue look wrong.
SaaS unit economics: LTV, CAC, payback and the ratios that tell you if growth is sustainable. Formulas, benchmarks, and framework. For founders.
What is SaaS? Cloud software sold via subscriptions. The model, key metrics (MRR, churn, LTV), examples, and how it differs from traditional software.
Accounts receivable explained for SaaS: definition, AR vs deferred revenue, why it matters with enterprise customers and stays low for self-serve.
AR turnover formula explained: net credit sales divided by average AR. Worked examples, conversion to DSO, and SaaS benchmarks for net-30 to net-60 terms.
Calculate AR turnover ratio to measure collection efficiency. Learn the formula, convert to days outstanding, and see SaaS benchmarks. For founders.
AR aging report explained for SaaS: standard 30/60/90/90+ buckets, action triggers per bucket, and when to escalate to collections or write off.
ARR meaning explained: Annual Recurring Revenue is predictable yearly subscription revenue. Learn the formula, examples, and why ARR matters.
Understand ASC 606 revenue recognition for SaaS. Learn the 5 steps with practical examples for monthly, annual, and multi-year contracts. For founders.
B2B SaaS pricing for solo founders: value-based tiers without enterprise theater. How to price, structure tiers, and decide when to raise. For founders.
Bundle pricing groups features or products at a combined price. Learn when it works for SaaS, how to structure bundles, and what to avoid. For founders.