The Churn Blog

Practical strategies, metrics deep-dives, and hard-won lessons on reducing SaaS churn. No fluff, just stuff that works.

Retention 7 min read

What Is a Customer Health Score? (And How to Build One That Works)

A customer health score is a numeric prediction of whether an account will renew, expand, or churn. Best-in-class scores flag at-risk accounts 30-60 days early. Here is how to build one that actually works.

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Strategy 5 min read

What Is an Aha Moment in SaaS?

The aha moment is when a new user first experiences your product's core value. It's the single most important moment in SaaS retention because users who reach it retain 2-3x better than those who don't. Here's how to define and measure yours.

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Metrics 7 min read

What Is a Good NRR for SaaS? (2026 Benchmarks by Stage)

Net revenue retention (NRR) is the single best one-number summary of SaaS business quality. Best-in-class is above 130%. Median is around 105%. Anything under 100% means you are losing more than you are growing.

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Metrics 5 min read

What Is a Churn Cohort? (Plus How to Use One)

A churn cohort is a group of customers tracked over time based on when they signed up. It is the most useful unit of analysis for retention work. Here is what they are, why they beat blended averages, and how to build one.

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Retention 6 min read

What Is Involuntary Churn? (Definition, Causes, and How to Fix It)

Involuntary churn is when a paying customer is removed by the system, not by their own choice. Failed cards, expired payment methods, bank holds. It is 20-40% of total SaaS churn and the cheapest to fix.

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Metrics 4 min read

Churn Rate vs Attrition Rate: What's the Difference?

Churn rate and attrition rate sound interchangeable but they're not always the same thing. Here's how each is defined, when the terms diverge, and which one to use in different contexts.

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Retention 6 min read

What Is Voluntary Churn? (Definition, Causes, and Fixes)

Voluntary churn is when a customer actively chooses to cancel. It is the churn that signals a real product, value, or pricing problem, and it is harder to fix than involuntary churn. Here is what causes it and the levers that actually move it.

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Metrics 4 min read

What Is NPS (Net Promoter Score)?

NPS is a single-question survey that measures whether customers would recommend your product. It is the most-cited satisfaction metric in SaaS, and also the most misused. Here is what it actually measures and when to trust it.

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Metrics 5 min read

Survivorship Bias in Cohort Retention Charts

Your cohort retention chart shows the customers who stayed. It cannot show you what would have happened to the ones who left. This creates systematic bias that most teams do not correct for. Here is the bias, how it hurts your decisions, and what to do instead.

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Metrics 5 min read

Goodhart's Law in Retention: When the Metric Becomes the Target

When a measure becomes a target, it ceases to be a good measure. This is Goodhart's Law. It applies devastatingly to retention metrics. Once you incentivize NRR, teams optimize NRR at the expense of what NRR was supposed to indicate.

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Strategy 5 min read

The Peak-End Rule: What Customers Actually Remember About You

Customers do not remember the average of their experience with your product. They remember the worst moment and the last moment. This changes what to invest in for retention. Here is what the peak-end rule means for your product, support, and cancellation flows.

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Strategy 6 min read

The FTC Click-to-Cancel Rule: What SaaS Teams Need to Know

The FTC Click-to-Cancel rule requires that cancellation be as easy as signup. Most SaaS save flows technically violate it. Fines are $50K per violation. Here is what the rule actually says, how it affects your save flow, and how to stay compliant while still saving customers.

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