Practice : Product Health Metrics (Adoption, Engagement, Retention)
Purpose and Strategic Importance
Product Health Metrics track how customers adopt, use, and stay engaged with products. They provide leading indicators of value creation and sustainability.
Without these metrics, teams may rely on vanity measures (e.g., features shipped) rather than real signals of customer value.
Description of the Practice
- Key metrics include adoption (how many customers start using), engagement (frequency and depth of use), and retention (how long customers stay).
- Metrics are tracked at feature, product, and portfolio levels.
- Used to prioritise investment and drive pivots when needed.
How to Practise It (Playbook)
1. Getting Started
- Define baseline adoption, engagement, and retention metrics.
- Instrument analytics tools to capture user behaviour.
- Share dashboards with product and engineering teams.
2. Scaling and Maturing
- Set thresholds for action (e.g., retention below X triggers review).
- Layer health metrics into roadmap prioritisation.
- Benchmark metrics across products for portfolio view.
3. Team Behaviours to Encourage
- Curiosity about customer behaviour trends.
- Focus on long-term retention over short-term spikes.
- Collaboration between product and engineering on instrumentation.
4. Watch Out For…
- Optimising for metrics without context.
- Treating metrics as lagging indicators only.
- Ignoring negative signals due to sunk cost bias.
5. Signals of Success
- Qualitative: Teams discuss adoption/retention in sprint reviews.
- Quantitative: Increase in engagement and retention rates over time.