Core metrics to measure customer feedback
Select metrics that connect feedback to business outcomes and help you track improvement over time. A balanced set includes quantitative scores and operational measures.
Key feedback metrics:
- Net Promoter Score (NPS): measures customer loyalty and likelihood to recommend.
- Customer Satisfaction (CSAT): short-term satisfaction after interactions.
- Customer Effort Score (CES): how easy customers found a task or transaction.
- Volume of feedback: counts of submissions by channel or theme.
- Response time and resolution rate: support-oriented metrics tied to experience.
Supporting metrics:
- Sentiment analysis: automated scoring of open-text sentiment over time.
- Recurrence rate: how often the same issue is reported.
- Conversion or churn impact: track correlations between feedback themes and business outcomes.
How to use these metrics:
- Set baselines and targets so you can measure improvement.
- Segment metrics by product, channel, or customer cohort for deeper insight.
- Combine qualitative examples with metrics to provide context to stakeholders.
Tracking a few well-chosen metrics helps you prioritize changes and demonstrate the impact of acting on feedback.