Why MRR and ARR are the only growth numbers that matter for SaaS.
For a recurring-revenue business, the question investors and operators care about isn't "how much did you bill this month?" — it's "how much will keep coming in next month if you do nothing?" That number is MRR, and its annualized cousin is ARR. Everything else is downstream of these two metrics.
The reason is durability. A one-time $200K services contract looks the same as $200K of subscription on the P&L, but the subscription is worth multiples more because it stacks. Twelve months later, the services revenue is gone; the subscription is still there, with a year of compounding behind it.
Churn versus expansion: the two forces inside your existing base.
Every month, your installed base does two things simultaneously: some of it disappears (churn — cancellations, downgrades, business failures of your customers) and some of it grows (expansion — seat increases, plan upgrades, cross-sells, usage-based overages).
The interaction is what produces net revenue retention. If churn is 3% and expansion is 2%, you lose 1% of MRR each month from the existing book — before any new sales. If churn is 1% and expansion is 4%, you gain 3% each month for free. Over 24 months, those two scenarios produce radically different ARR shapes from the same starting point.
Why NRR above 100% beats almost any amount of new sales.
When NRR exceeds 100%, your existing customer base grows on its own. That single fact transforms the economics of the entire business. Sales-and-marketing spend becomes additive rather than restorative — every dollar of CAC stacks on top of organic compounding instead of partly backfilling churn.
It also changes how investors value you. Public SaaS companies with NRR above 130% routinely trade at 3–5× the revenue multiple of peers with NRR in the 90s, because the durable growth is essentially free. This is why best-in-class operators obsess over expansion product surface and pricing structure long before they have product-market fit problems to chase.
T2D3 and the venture-scale growth ladder.
T2D3 — triple, triple, double, double, double — is a five-year growth trajectory popularized by Neeraj Agrawal at Battery Ventures. It describes the path from roughly $2M ARR to $100M+ ARR that historically separates fund-returning SaaS outcomes from the rest.
Year 1: triple ARR. Year 2: triple again. Years 3–5: double each year. Very few companies do it, but it is the implicit bar for the Series C and beyond in venture-backed software. If you are not anywhere near this curve, the right answer isn't to fake the deck — it's to either find leverage in expansion (raising NRR) or accept that you are building a different, slower kind of business.
Common revenue-forecasting mistakes.
- Modeling growth as a single flat percentage instead of churn + expansion + new logos separately.
- Using net churn to hide an expansion problem (or vice versa).
- Forecasting new-logo MRR linearly when your real sales motion is lumpy and tied to headcount ramps.
- Ignoring usage-based downgrades inside multi-year contracts.
- Building a board plan without sensitivity-testing it against +1 point of churn or -1 point of expansion.