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Metrics Comparison Guide

NPS vs CSAT vs CES: Complete Comparison

The three most common satisfaction metrics measure different things. Learn when to use each, how to calculate them, and how to apply them at the page level.

NPS

Net Promoter Score

MeasuresLoyalty & advocacy
Question"How likely are you to recommend...?"
Scale0-10

NPS Benchmarks

70+World-class
30-70Great
0-30Good
Below 0Needs work

CSAT

Customer Satisfaction Score

MeasuresSatisfaction
Question"How satisfied are you with...?"
Scale1-5

CSAT Benchmarks

90%+Excellent
80-90%Very good
70-80%Good
Below 70%Needs work

CES

Customer Effort Score

MeasuresEase & effort
Question"How easy was it to...?"
Scale1-5

CES Benchmarks

4.5+Effortless
4.0-4.5Low friction
3.5-4.0Acceptable
Below 3.5High friction

The Key Insight

None of these metrics is "best." They measure different things and work best in different contexts. The right choice depends on what you're trying to learn and where you're asking.

NPS: Net Promoter Score

Measures customer loyalty and likelihood to recommend

How to Calculate NPS

Ask: "How likely are you to recommend us?" (0-10 scale)

9-10
Promoters
Loyal enthusiasts
7-8
Passives
Satisfied but vulnerable
0-6
Detractors
Unhappy customers
Formula:NPS = % Promoters - % Detractors

Result ranges from -100 to +100

Strengths

  • Simple, standardized metric
  • Easy to benchmark across industries
  • Correlates with business growth
  • Widely recognized by stakeholders
  • Good for tracking trends over time

Weaknesses

  • Doesn't tell you why
  • Intent doesn't match actual behavior
  • Cultural differences affect scoring
  • Not actionable without follow-up
  • Can be gamed if tied to incentives

CSAT: Customer Satisfaction Score

Measures satisfaction with a specific experience

How to Calculate CSAT

Ask: "How satisfied are you with [experience]?" (1-5 scale)

Formula:CSAT = (Satisfied responses / Total) × 100

"Satisfied" = top 2 responses (4 and 5 on a 5-point scale)

Example:70 of 100 rated 4 or 5CSAT = 70%

Strengths

  • Flexible—works for any touchpoint
  • More intuitive scale for users
  • Immediate, contextual feedback
  • Easy to calculate and understand
  • Works well for specific interactions

Weaknesses

  • No universal benchmark
  • May not predict long-term loyalty
  • "Satisfied" ≠ "loyal"
  • Subject to recency bias
  • Varies by question phrasing

CES: Customer Effort Score

Measures how easy it was to complete a task

How to Calculate CES

Ask: "How easy was it to [complete task]?" (1-5 scale)

Average Method
CES = Sum / Responses

Result is 1-5

Percentage Method
CES = ("Easy" / Total) × 100

"Easy" = 4 or 5

Strengths

  • Strong predictor of loyalty
  • Highly actionable—points to friction
  • Best for process improvements
  • Less emotional bias
  • Research-backed effectiveness

Weaknesses

  • Only measures effort, not sentiment
  • Less well-known, harder to benchmark
  • Must pair with specific tasks
  • Doesn't capture brand connection
  • Not appropriate for all contexts

Side-by-Side Comparison

Attribute
NPS
CSAT
CES
Best for
Overall loyalty
Specific experiences
Task completion
Time horizon
Long-term
Short-term
Immediate
Actionability
Low (needs follow-up)
Medium
High
Benchmarkable
Yes (widely used)
Somewhat
Less common
Predicts retention
Yes
Somewhat
Yes (strongly)
Sample needed
200-400
100-200
100-200
Best pages
Homepage, post-purchase
Any content page
Checkout, signup, forms

Which Metric Should You Use?

Quick Decision Guide

"Would people recommend us?"Use NPS
"Are people happy with this specific thing?"Use CSAT
"Was this easy to do?"Use CES
N

Use NPS when...

  • • Measuring overall brand sentiment
  • • Tracking loyalty trends (quarterly)
  • • Benchmarking against competitors
  • • Finding promoters for referrals
  • • Reporting to leadership
C

Use CSAT when...

  • • Measuring specific page/feature
  • • Getting feedback on changes
  • • Evaluating content quality
  • • Tracking multiple touchpoints
  • • Quick pulse on user sentiment
E

Use CES when...

  • • Identifying friction in flows
  • • Optimizing checkout/signup
  • • Reducing support tickets
  • • Comparing processes
  • • Prioritizing UX improvements

Sample Sizes Needed

Metric
Minimum
Recommended
For Segments
NPS
100
200-400
400+
CSAT
50
100-200
200+
CES
50
100-200
200+

Why NPS needs more responses

NPS groups respondents into three categories, then calculates a difference. With fewer than 100 responses, a few votes can swing your score dramatically. CSAT and CES are simpler averages, so they stabilize faster.

Page-Level Application

Instead of measuring at the company level, apply these metrics at the page level for actionable insights:

Page Type
Recommended Metric
Example Question
Homepage
NPS or CSAT
"How likely are you to recommend us?"
Pricing
CSAT
"How clear are our pricing options?"
Checkout
CES
"How easy was checkout to complete?"
Signup
CES
"How easy was the signup process?"
Documentation
CSAT
"How helpful was this article?"
Product page
CSAT
"Did this page have the info you needed?"
Post-purchase
NPS
"How likely are you to recommend us?"

Frequently Asked Questions

Can I use multiple metrics on the same page?
Yes, but not in the same survey. Either rotate metrics over time, or use different metrics for different triggers (e.g., CES on exit intent, NPS post-purchase).
What if my scores are consistently low?
Focus on follow-up responses—they'll tell you why. Low CES means friction; identify and remove it. Low CSAT means dissatisfaction; understand the cause. Low NPS means overall issues; dig deeper.
How often should I review these metrics?
Weekly for page-level scores (catch issues fast), monthly for trends and analysis, quarterly for strategic reviews and benchmarking.
Do these metrics work for B2B and B2C?
Yes, but B2B typically has fewer responses and may need longer collection periods. B2B NPS benchmarks also tend to be lower than B2C.

Related Resources

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