How to Build SaaS Customer Health Scores: A Step-by-Step Framework
By Patrik
If you’re not scoring your customers, you’re leaving revenue on the table. By properly scoring your user base, you can improve retention, grow your expansions, and convert more trials to paid users.
In Product-Led Growth (PLG) SaaS, customer scoring is essential because it prioritizes resources and flags shifts in your user base.
The Scoring Matrix: Your Crystal Ball to Customer Health
A well-designed scoring matrix reveals customer needs and guides your next steps in better monetizing your user base. Single‑axis scoring misses vital context and does not drive your focus. That is why we add 2nd scale, which helps you focus your energy, where it makes the most impact.
So the good old 2 by 2 is the way to go. You have to combine the Engagement of your users (app usage) with the fit score (ICP alignment). Let’s dive into these 2 to explain them better.
Engagement score - How active they are
The engagement score tells you how engaged your customers are. Generally, how much value are they getting from your product?
How to find the right engagement metrics?
There are several areas where you should look. You might already be tracking these separately somewhere, so you just need to pull them together.
We recommend looking at your North Star metric and working backwards from there. Pick the metrics that are the most influential drivers of your north star. Customer-facing teams are also a great resource here you need to utilise, especially your customer success managers. They will intuitively know from customer interactions what makes them tick and what triggers them.
❓What is the North Star metric? Single, crucial metric that best captures the core value your product delivers to customers. It serves as a guiding light for your company’s growth strategy, aligning teams across departments toward a common goal.