Tag

net revenue retention

11 articles

Expansion Revenue

Forecasting NRR Separately by Expansion Motion

A rigorous framework for disaggregated NRR forecasting — building separate forward models for PLG expansion, sales-led expansion, contraction risk, and churn by cohort vintage, so revenue planning is grounded in leading indicators rather than historical blended rates.

16 min read
RevOps

Building a Renewal Forecasting Process Separate From New Business

How to design a renewal forecasting process that produces accurate ARR retention predictions — covering the renewal pipeline model, health score inputs, at-risk identification, and the operating cadence that keeps CS and finance aligned.

13 min read
Expansion

The NRR=1 Wall: SaaS Expansion Ceiling Diagnosis

What causes NRR to stall at 100% and how to diagnose the expansion ceiling — covering the 4 ceiling types (product, market, motion, pricing), how to distinguish them with cohort data, benchmark NRR profiles by segment and stage, and the recovery playbook for each ceiling type.

10 min read
Competitive Strategy

SaaS Integration Moat vs Feature Moat: Which Lasts

A rigorous comparison of integration ecosystems versus feature sets as defensibility strategies in SaaS — why integrations compound while features get copied, with retention data, M&A multiples, and strategic frameworks for choosing your moat type.

13 min read
Competitive Strategy

SaaS Vertical Moat: The Switching Cost Math

A rigorous framework for quantifying switching costs as competitive defense in vertical SaaS — covering implementation depth, data lock-in, workflow friction, and integration switching costs with actual benchmark formulas.

14 min read