Churn Prediction Best Practices for B2B SaaS
The signals that matter, the ones that don't, and how to build a prediction workflow your CSMs will actually use.
Blog
Practical content for CS leaders on health scoring, churn prevention, expansion revenue, and building a CS ops function that scales past the spreadsheet era. Written by CS practitioners, not content marketers.
The signals that matter, the ones that don't, and how to build a prediction workflow your CSMs will actually use.
A scorecard that CSMs ignore is just overhead. Here's how to design one they'll actually check every week.
CS is no longer a cost center. Here's how to position expansion ARR as a CS-owned line item in the board deck.
Garbage in, garbage out. The setup mistakes that create misleading health scores — and how to avoid them.
How CS leaders are cutting QBR prep time by 80% and walking into reviews with actual data, not estimates.
When CS acts only when customers complain, you're not doing success management — you're doing damage control.
Benchmarks for CSM workload, the signal that you're understaffed, and how to balance without adding headcount.
Expansion motions break when context doesn't transfer. Here's the handoff framework that CS and Sales both respect.
Not all usage is equal. Here's which behavioral signals correlate most with renewal intent in B2B SaaS products.
Moving from 50 accounts to 500 changes everything about how you design and maintain a health score system.
NPS is a survey metric. Health scores are operational signals. Confusing the two leads to blind spots in your renewal pipeline.
The tactical approaches that work for a 50-account portfolio become a liability at 300. Here's the breaking point analysis.
What to evaluate when you're choosing between Gainsight, Vitally, Catalyst, Planhat, and newer entrants. A practitioner framework.