Customer metrics · Updated September 2026 · 11 min read

NPS vs CSAT vs CES: which number answers your question

NPS vs CSAT vs CES is less a contest than a question of timing. NPS asks about the whole relationship, CSAT asks about one experience that just happened, and CES asks how hard it was to get something done. Each was designed for a different job, and each is regularly calculated wrong. This guide goes back to the original sources, works through each formula, and ends with a table you can use to pick one.

By Raj Kumar, Founder, Zunoform

A brass telescope, a hand mirror and a spring scale weighing a terracotta feather

Short answer

Use CSAT right after a specific interaction (a purchase, a delivery, a closed ticket) to learn whether it went well. Use CES after a task that should be easy (signup, checkout, a support request) to find friction. Use NPS on a fixed schedule, not tied to any single interaction, to track the overall relationship over time.

  • NPS = % scoring 9–10 minus % scoring 0–6 on a 0–10 "how likely to recommend" question. Range −100 to +100.
  • CSAT = % choosing the top two points (4 or 5) on a 1–5 satisfaction question.
  • CES = average score on an effort or ease question, usually 1–5 or 1–7. Always state which wording you used.
  • None of them explains itself. Attach one open "why" question to whichever you pick.

What is NPS (Net Promoter Score)?

NPS was introduced by Fred Reichheld in the December 2003 Harvard Business Review article "The One Number You Need to Grow". Reichheld's team linked survey answers from more than 4,000 customers to what those customers later bought and referred, built 14 case studies, and found that a single recommendation question tracked growth in most of the industries studied.

The question is "How likely are you to recommend [company] to a friend or colleague?", answered on a 0–10 scale. 9–10 are promoters, 7–8 passives, 0–6 detractors. The score is promoters minus detractors, as percentages of everyone who answered. Net Promoter and NPS are registered trademarks of Bain & Company, NICE Systems and Fred Reichheld.

NPS is a relationship metric. It is meant to be asked of a representative sample on a regular cycle, such as quarterly, and read as a trend.

Source: Reichheld, "The One Number You Need to Grow", Harvard Business Review (Dec 2003)

Source: Net Promoter System: Measuring your Net Promoter Score

What is CSAT (customer satisfaction score)?

CSAT has no single inventor. It is the common-practice name for asking "How satisfied were you with [the specific thing]?" and reporting the share of satisfied answers. The usual version is a 1–5 scale from very dissatisfied to very satisfied, with 4 and 5 counted as satisfied ("top-two-box").

Don't confuse it with the American Customer Satisfaction Index. The ACSI began in 1994 at the University of Michigan's National Quality Research Center, developed by Claes Fornell. It publishes a 0–100 score estimated from several weighted questions per company. An ACSI score and your helpdesk CSAT percentage are different measurements and should never share a chart.

CSAT is a transactional metric. It works best when it is attached to one moment and asked within hours or days of it.

Source: American Customer Satisfaction Index (ACSI)

Source: Wikipedia: American Customer Satisfaction Index (history and 0–100 methodology)

What is Customer Effort Score (CES)?

CES comes from "Stop Trying to Delight Your Customers" by Matthew Dixon, Karen Freeman and Nick Toman (Harvard Business Review, July–August 2010). Their study of more than 75,000 people using contact centers or self-service found that going above and beyond made little difference to loyalty, while reducing effort did.

The original question was "How much effort did you personally have to put forth to handle your request?", scored from 1 (very low effort) to 5 (very high effort). On that version, lower is better. The authors reported that CES predicted loyalty better than CSAT or NPS in customer service interactions, while NPS did better at the company level. That detail is often dropped when CES is sold as a replacement for NPS.

CEB, where the research was done, is now part of Gartner, which still promotes effort as the main driver of service loyalty. A later, widely used version is an agreement statement, "The company made it easy for me to handle my issue", on a 1–7 scale where higher is better. The two versions run in opposite directions, so record which one you ask.

Source: Dixon, Freeman & Toman, "Stop Trying to Delight Your Customers", Harvard Business Review (Jul–Aug 2010)

Source: Gartner: Effortless customer service experience

NPS vs CSAT vs CES side by side

NPSCSATCES
QuestionHow likely are you to recommend [company] to a friend or colleague?How satisfied were you with [specific experience]?How much effort did you have to put in? / [Company] made it easy to handle my issue.
Scale0–10Usually 1–5 (sometimes 1–7 or 1–10)1–5 effort (original) or 1–7 agreement
Formula% 9–10 minus % 0–6% top-two-box (4–5 on a 5-point scale)Mean score (or % agreeing, 5–7 on 7-point)
Output−100 to +100, no % sign0–100%A mean on the scale used
MeasuresOverall relationship, stated advocacyOne experienceFriction in one task
When to sendOn a schedule (e.g. quarterly), not after ticketsWithin hours or days of the momentRight after the task
OriginReichheld, HBR 2003Common practice; ACSI (1994) is a separate indexDixon, Freeman & Toman, HBR 2010
Main weaknessNoisy at small samples; weak evidence as a growth predictorSays nothing about loyaltyOnly covers tasks, not the relationship

Question wordings are the commonly used standard forms. Whatever you choose, keep it identical across waves.

Sources: HBR (2003): The One Number You Need to Grow · HBR (2010): Stop Trying to Delight Your Customers · American Customer Satisfaction Index

How do you calculate NPS, CSAT and CES?

Each example uses 200 responses. The numbers are illustrations, not benchmarks.

NPS: +45

120 answered 9–10 (60%), 50 answered 7–8 (25%), 30 answered 0–6 (15%). NPS = 60 − 15 = +45. Passives are left out of the subtraction but stay in the 200. If you drop them and divide by 150, you get 80% − 20% = +60, which is wrong. Check your own counts with our NPS calculator at /tools/nps-calculator.

CSAT: 80%

On a 1–5 scale, 160 of 200 chose 4 or 5. CSAT = 160 ÷ 200 × 100 = 80%. Count only the top box (5s) and the same data might give 45%, so always state the scale length and which points you counted. Our CSAT calculator at /tools/csat-calculator works on 5-, 7- and 10-point scales.

CES: 5.4 out of 7

On the 1–7 agreement version, 200 answers sum to 1,080, so CES = 1,080 ÷ 200 = 5.4. Some teams report the share answering 5–7 instead. On the original 1–5 effort version, a lower mean is better. Our CES calculator at /tools/ces-calculator takes the 1–7 version and shows both the mean and the % agreeing.

When should you use NPS vs CSAT vs CES?

Start from the decision you plan to make, then pick the metric that informs it.

If you want to know…UseAsk itWhy not the others
Whether support tickets are being resolved wellCSAT, or CESWhen the ticket closesNPS after a ticket measures the ticket, then gets reported as the relationship.
Whether signup or checkout has frictionCESRight after completionCSAT can be high even when the task was tedious.
Whether a delivery, class or event met expectationsCSATWithin 24–48 hoursEffort doesn't apply to most one-off experiences.
How the overall relationship is trendingNPSQuarterly or twice a year, same sample frameCSAT and CES describe moments, not the account.
Which accounts are at riskNPS plus usage dataOn a scheduleA single score is weak on its own. Pair it with behaviour.
Why people cancelAn exit surveyAt cancellationNone of the three asks the reason. See our cancellation survey guide.

Sources: HBR (2010): CES vs CSAT and NPS in service interactions

How many responses do you need for NPS, CSAT or CES?

More than most dashboards suggest. With the 200-response examples above, the approximate 95% margin of error is about ±5.5 points for CSAT (80%) and about ±10 points for NPS (+45). NPS is a difference between two proportions, so it carries roughly twice the noise of a single percentage at the same sample size. For CES, the error depends on how spread out the answers are. With an illustrative standard deviation of 1.4 on a 7-point scale, 200 responses give about ±0.2.

That means an NPS moving from +45 to +40 between two waves of 200 is well within noise. Before reacting, compare the change with the margin of error. Our margin of error calculator at /tools/margin-of-error-calculator gives the figure for a CSAT percentage directly, and the sample size calculator at /tools/sample-size-calculator tells you how many responses a target margin needs.

Response bias matters as much as sample size. People with strong feelings answer more often than the contented middle, so voluntary-response scores lean toward the extremes. That is tolerable if your channel, timing and wording stay the same every wave.

What are the main criticisms of NPS?

The strongest challenge is Keiningham, Cooil, Andreassen and Aksoy's "A Longitudinal Examination of Net Promoter and Firm Revenue Growth" (Journal of Marketing, 2007). Using 21 firms and more than 15,500 interviews from the Norwegian Customer Satisfaction Barometer, they could not support the claims that NPS is the single most reliable predictor of growth or that it beats customer satisfaction. The paper won the Marketing Science Institute/H. Paul Root Award.

Fisher and Kordupleski's "Good and bad market research: A critical review of Net Promoter Score" (Applied Stochastic Models in Business and Industry, 2019) concluded that NPS had not lived up to its claimed benefits, and argued for measuring the value customers perceive and what drives it.

Two practical criticisms follow from the arithmetic. Collapsing 11 points into three buckets throws information away: a customer moving from 0 to 6 changes nothing, while one moving from 8 to 9 changes the score. And the score cannot tell you why. The 2010 CES authors' own data also point to NPS being stronger as a company-level gauge than as a verdict on individual service contacts.

None of this makes NPS useless. It is a simple, comparable-over-time signal that many teams track consistently. Treat it as one input, don't use it as a bonus target for frontline staff, and never report it without the response count and the comments.

Source: Keiningham et al., "A Longitudinal Examination of Net Promoter and Firm Revenue Growth", Journal of Marketing 71(3), 2007

Source: Fisher & Kordupleski, "Good and bad market research: A critical review of Net Promoter Score", ASMBI 35(1), 2019

Can you use NPS, CSAT and CES together?

Yes, as long as each has its own moment. A common setup is CES after onboarding or support contacts, CSAT after deliveries or sessions, and NPS once a quarter to active customers. The rule that keeps this manageable: never ask two of them in the same survey about the same moment, and cap how often any one person is surveyed. A customer who gets three surveys in a week stops answering all of them.

Whatever the mix, add one open question after the score, such as "What is the main reason for your score?", and read low-score comments first. That question usually produces the list of things to fix. The score only tells you whether things are getting better.

Running any of the three properly

Where Zunoform fits (and where it doesn't)

CSAT and CES are ordinary rating questions in Zunoform: set the scale length and label both ends. Rating questions are on the Free plan, which includes 500 responses a month. That is enough for a small support team's CSAT, but tight for a high-volume helpdesk. Google Forms, Tally and Youform have no monthly response cap on their free plans.

NPS is a native question type with the 0–10 scale fixed, and the form's summary tab shows the score and the promoter, passive and detractor split. It is one of three field types that need the Pro plan ($14.99/month) to publish. You can build and preview it on Free, or collect the same data on Free with a 0–10 rating question and score it yourself in Google Sheets.

Zunoform is a form builder, not a customer-experience platform. It does not trigger surveys from your helpdesk or CRM events, run closed-loop case management, or benchmark you against other companies. If you need those, a dedicated CX tool is the better fit.

Templates to start from

The CSAT and service templates publish on Free. The exit survey includes an NPS question, which needs Pro to publish.

Questions people ask

What is the difference between NPS and CSAT?

NPS asks how likely someone is to recommend you on a 0–10 scale and measures the overall relationship. CSAT asks how satisfied they were with one specific experience, usually on 1–5, and reports the share of 4s and 5s. NPS is asked on a schedule. CSAT is asked right after the experience it describes.

Is CES better than NPS?

For customer service interactions, the 2010 HBR study that introduced CES found effort predicted loyalty better than NPS or CSAT. The same article noted NPS worked better as a company-level gauge. So CES is better for judging service contacts and tasks, and NPS for tracking the relationship.

Is NPS a percentage?

No. It is the difference between two percentages, so it runs from −100 to +100 and is written as a plain number, such as +45. Saying "our NPS is 45%" mixes up the units and will confuse anyone who knows the metric.

What is a good CSAT score?

There is no universal threshold. CSAT depends on the scale, whether you count top-two-box or top-box, the industry and the channel. The most reliable comparison is against your own previous periods, measured the same way. Always report the scale and the points you counted alongside the percentage.

Is a high or low customer effort score good?

It depends on the wording. On the original question, "How much effort did you personally have to put forth", scored 1 to 5, a low score is good. On the agreement version, "The company made it easy for me to handle my issue", scored 1 to 7, a high score is good. Record which one you use.

Should I measure NPS after every support ticket?

Generally no. A post-ticket survey measures that ticket, so use CSAT or CES there. Transactional NPS exists, but mixing it with relationship NPS in one number blends two different questions. If you run both, report them separately.

Can NPS be negative?

Yes. When detractors (0–6) outnumber promoters (9–10), the score is below zero, down to −100 if everyone is a detractor. A negative score means more people would steer others away than recommend you. The follow-up comments from detractors are the place to start.

About the author

Raj Kumar · Founder, Zunoform

Raj Kumar is the founder of Zunoform, the form builder made by Symphonic Grow. He builds the product and writes these guides, checking every competitor price and feature claim against the vendor's own pages before publishing.

Raj Kumar on LinkedIn

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