What is CSAT (Customer Satisfaction Score)?
CSAT (Customer Satisfaction Score) is a metric that measures how satisfied customers are with a specific interaction, product, or service, typically collected via a short survey immediately after a touchpoint. It is expressed as a percentage of respondents who rated their experience 4 or 5 on a 5-point scale.
Overview
CSAT is the most direct measure of customer satisfaction. Unlike NPS, which asks about overall loyalty, CSAT targets a specific moment: a support call, a purchase, a delivery, an onboarding session. The question is simple and the timing is immediate, which makes it one of the most actionable CX metrics available.
The standard CSAT question is: "How satisfied were you with your experience today?" answered on a scale of 1 to 5.
- Scale: 1 to 5
- Satisfied threshold: Ratings of 4 or 5
- Score format: Expressed as a percentage (0% to 100%)
- Formula: (Satisfied responses / Total responses) × 100
- Good score: Above 80% in most industries
- Excellent score: Above 90%
- Best used: Immediately after a specific interaction or touchpoint
The CSAT scale
Only customers who select 4 or 5 are counted as satisfied in the final score calculation. Responses of 1, 2, or 3 are treated as dissatisfied regardless of degree.
How is CSAT calculated?
Example: If 420 out of 500 respondents rated 4 or 5, the CSAT score is 420 ÷ 500 × 100 = 84%.
What is a good CSAT score?
| CSAT range | General interpretation |
|---|---|
| Below 60% | Poor, significant dissatisfaction present |
| 60% to 75% | Average, room for meaningful improvement |
| 75% to 85% | Good, above average in most industries |
| 85% to 90% | Excellent, strong satisfaction levels |
| Above 90% | World-class, very high customer satisfaction |
CSAT benchmarks vary significantly by industry. A score of 75% may be strong in one sector and below average in another. Always compare against sector-specific averages rather than a universal standard.
When should you use CSAT?
CSAT works best as a post-interaction metric, measured immediately after a defined touchpoint while the experience is still fresh. Common use cases include:
- After a support ticket is resolved
- Following a live chat or phone call
- After product delivery or installation
- At the end of an onboarding process
- After a service appointment or in-branch visit
- Following a product return or complaint resolution
CSAT is less suitable as a long-term relationship metric. For overall loyalty tracking, NPS is more appropriate.
How does CSAT differ from NPS and CES?
CSAT, NPS, and CES each measure a different dimension of customer experience. Using all three together gives a more complete picture than any single metric alone.
| Metric | What it measures | Timing | Best use case |
|---|---|---|---|
| CSAT | Satisfaction with a specific interaction | Immediately post-interaction | Measuring touchpoint quality |
| NPS | Overall loyalty and likelihood to recommend | Periodic or post-relationship | Relationship health and benchmarking |
| CES | Ease of completing an interaction | Immediately post-interaction | Identifying process friction |
How does CSAT compare to oCX?
CSAT depends on customers responding to a post-interaction survey, which typically captures only 10 to 30% of the people who experienced the interaction. The silent majority never gets counted. Observational Customer Experience (oCX), developed by Alterna CX, measures satisfaction using all available customer signals including online reviews, social media posts, and contact center transcripts, without requiring a survey response.
This means oCX captures feedback from customers who would never fill out a CSAT survey, giving a broader and more representative picture of how customers actually feel across every touchpoint. Learn more about oCX and how it complements CSAT in a complete CX measurement program.
What are the limitations of CSAT?
- Recency bias: scores reflect how the customer feels at that moment, which may not represent their overall relationship with the brand
- Low response rates: post-interaction surveys often see response rates of 10 to 30%, leaving most feedback uncaptured
- No root cause: CSAT tells you a customer was dissatisfied but not why without an open-text follow-up question
- Scale interpretation varies: some customers always give the highest score regardless of experience; others rarely give a 5
- Short-term view: a good CSAT score after one interaction does not guarantee long-term loyalty or retention
Key takeaway: CSAT is the clearest measure of how a specific interaction landed with a customer. It is most powerful when combined with an open-text question that explains the rating, and when trends are tracked over time rather than read as single data points.
Related concepts
- Net Promoter Score (NPS)
- Customer Effort Score (CES)
- Voice of Customer (VoC)
- Sentiment analysis
- Observational Customer Experience (oCX)
- Unstructured Contact Center Data Analysis