Skip to content

Glossary · Customer satisfaction score (CSAT)

What is CSAT (customer satisfaction score)?

Customer satisfaction score (CSAT) measures how satisfied someone was with a specific interaction. You usually ask straight afterward on a 1 to 5 scale and report the share of 4 and 5 answers. It belongs to a moment, such as a support ticket or onboarding, not the whole relationship.

In practice

After closing a support ticket you ask "How satisfied were you with the help you received?" 80 people answer and 62 pick 4 or 5. Your CSAT for support is 62 ÷ 80 = 77.5%.

It isn't net promoter score, which asks how likely someone is to recommend you. It isn't customer effort score, which asks how hard something was.

How to measure it

  • Question: "How satisfied were you with [the interaction]?", asked right after it.
  • Scale: 1 Very unsatisfied, 2 Unsatisfied, 3 Neutral, 4 Satisfied, 5 Very satisfied.
  • CSAT = (number of 4 and 5 answers ÷ total answers) × 100.

Common mistakes

  • Mixing methods: an average of 1 to 5 scores and a share of 4s and 5s are different numbers. Pick one and keep it.
  • Asking days later, when the moment is gone.
  • Comparing CSAT from different touchpoints as if it were one number.

What changes in AI-first products

CSAT tells you which moment went wrong, close to where it happened. That's useful to an agent only with the comment attached. Annsa's in-product surveys and CSV imports keep each answer in the customer's words next to the priority it supports, so Claude Code, Cursor, Codex or Grok can read why a step scored low before changing it. You decide what changes.

See how Annsa does it: Surveys →

Questions people ask.

Q1

How do you calculate CSAT?

Divide the number of 4 and 5 answers by total answers and multiply by 100.
Q2

What is a good CSAT score?

There's no single cutoff. Watch whether your own score rises over time. For a wider view, the American Customer Satisfaction Index publishes benchmarks for 40 industries, though it builds its scores from its own model rather than a share of 4s and 5s.
Q3

What's the difference between CSAT and NPS?

CSAT measures satisfaction with one interaction. NPS measures how likely someone is to recommend you overall.

Sources

  1. American Customer Satisfaction IndexAbout ACSI

    "the only national cross-industry measure of customer satisfaction in the United States", with benchmarks for 40 industries and 10 economic sectors.

  2. "a measure of how products and services supplied by a company meet or surpass customer expectation".

Last reviewed 2026-10-10

Put it to work with your agents.

Begin with one agent and the work that matters next.