Feedback metrics guide

NPS vs. CSAT vs. CES: choose the metric for the question

NPS, CSAT, and CES are useful when they answer different questions. Choose the metric based on the moment you are measuring, pair it with context, and avoid treating one score as a complete picture of the customer relationship.

NPS: relationship and recommendation

Net Promoter Score asks how likely someone is to recommend a company or product. It is most useful for a broader relationship question, with an open follow-up that explains why the respondent chose the rating.

CSAT: the experience just completed

Customer Satisfaction is a direct rating of a recent interaction such as checkout, support, delivery, or setup. Keep the wording tied to that event so the result has a clear operational meaning.

CES: effort in a specific task

Customer Effort Score focuses on how easy or difficult it was to complete a task. It can help teams examine support resolution, onboarding, account changes, or another defined action.

Use the score with the story

A metric is a signal, not a diagnosis. Pair the rating with a short comment, the touchpoint, and relevant context such as location or channel when that information is appropriate and expected.

Compare consistently

If you compare results over time, keep the wording, scale, audience, and timing consistent. Avoid importing industry benchmarks without checking how they were collected and whether the populations are comparable.

Turn the advice into a feedback loop.

Start with one clear question, one customer moment, and a team member who can act on what comes back.