Customer Experience 18 min read

Customer Effort Score (CES): The Complete 2026 Guide

Master Customer Effort Score with our comprehensive guide. Learn the CES formula, benchmarks by industry, survey questions, and proven strategies to reduce customer effort and boost loyalty.

Dr. Rachel Torres Head of CX Research

What if the secret to customer loyalty isn’t delighting customers—but simply making their lives easier?

In 2010, researchers from the Corporate Executive Board (now part of Gartner) challenged a fundamental assumption about customer experience. After studying 97,000 customers across hundreds of organizations, they discovered something counterintuitive: reducing customer effort predicts loyalty far better than exceeding expectations.

This insight gave birth to the Customer Effort Score (CES)—a metric that has fundamentally changed how leading organizations think about customer experience. This guide covers everything you need to know about CES: what it measures, how to calculate it, when to use it, and how to act on the insights it reveals.


What is Customer Effort Score?

Customer Effort Score (CES) measures how much effort a customer had to exert to accomplish a specific task—whether that’s resolving a support issue, completing a purchase, or using a product feature.

The Core CES Question
"To what extent do you agree with the following statement:
[Company] made it easy for me to handle my issue."
1
Strongly
Disagree
2
3
4
Neutral
5
6
7
Strongly
Agree

Unlike Net Promoter Score (NPS), which measures overall brand loyalty, or Customer Satisfaction (CSAT), which measures happiness with an interaction, CES focuses specifically on friction—the invisible force that drives customers away.

The Science Behind Effort

The foundational research comes from “The Effortless Experience” by Matthew Dixon, Nick Toman, and Rick DeLisi. Their study of 125,000+ customers revealed a paradigm-shifting finding:

📉
96%
of customers with high-effort experiences become disloyal
📈
9%
of customers with low-effort experiences become disloyal

This 87-point difference in disloyalty rates demonstrates why reducing effort isn’t just a nice-to-have—it’s a business imperative.


The CES Formula: How to Calculate Your Score

Calculating Customer Effort Score is straightforward. After collecting responses on your chosen scale, apply this formula:

Customer Effort Score Formula
CES = Σ All CES Scores ÷ Number of Responses

Step-by-Step Calculation Example

Let’s walk through a real calculation. Imagine you received 10 responses on a 7-point scale:

Sample Responses:
7 6 7 5 6 7 4 6 7 5
Sum: 7 + 6 + 7 + 5 + 6 + 7 + 4 + 6 + 7 + 5 = 60
Responses: 10
CES = 60 ÷ 10 = 6.0

A CES of 6.0 on a 7-point scale indicates customers generally find it easy to interact with your company—a strong result.


Understanding CES Scales and Scoring

CES 2.0: The Modern Standard

The original CES (launched in 2010) asked customers to rate their effort on a 5-point scale. CES 2.0, introduced later, refined the approach with a 7-point Likert scale and improved wording that reduces bias.

CES Score Interpretation
1
2
3
4
5
6
7
1-3
High Effort
Customers struggling. Immediate action needed.
4
Neutral
Neither easy nor difficult. Room for improvement.
5-7
Low Effort
Effortless experience. Customers likely to stay loyal.

What’s a Good CES Score?

Benchmarks vary by scale and industry, but here are general guidelines:

ScalePoorNeeds ImprovementGoodExcellent
1-5 ScaleBelow 3.03.0-3.53.5-4.0Above 4.0
1-7 ScaleBelow 4.04.0-5.05.0-6.0Above 6.0
PercentageBelow 60%60-70%70-80%Above 80%

CES vs. NPS vs. CSAT: When to Use Each

Understanding when to deploy each metric is crucial for building a comprehensive voice-of-customer program.

CES
Customer Effort Score
Measures:
How easy it was to complete a task
Best For:
  • Post-support interactions
  • After purchases/transactions
  • Feature usage feedback
  • Onboarding completion
PREDICTIVE POWER
1.8x more predictive than CSAT
NPS
Net Promoter Score
Measures:
Likelihood to recommend your brand
Best For:
  • Overall brand health
  • Quarterly/annual tracking
  • Competitive benchmarking
  • Customer segmentation
FOCUS
Long-term loyalty & advocacy
CSAT
Customer Satisfaction
Measures:
Satisfaction with a specific interaction
Best For:
  • Individual touchpoints
  • Agent performance
  • Product satisfaction
  • Quick pulse checks
SCOPE
Moment-in-time happiness

The Key Insight

Research from Gartner reveals that CES is the strongest predictor of customer behavior:

Predictive Power Comparison
CES
2.0x predictive (baseline)
CSAT
1.1x
NPS
1.0x
CES is 1.8x more predictive than CSAT and 2x more predictive than NPS for loyalty

CES Benchmarks by Industry

While a “good” CES score depends on your scale and methodology, understanding industry benchmarks provides valuable context.

Average CES Scores by Industry (7-Point Scale)
E-commerce/Retail
6.0
SaaS/Technology
5.8
Financial Services
5.5
Healthcare
5.2
Telecommunications
4.8
Government Services
4.2
Industries with digital-first experiences and self-service options typically score higher

What Drives Industry Differences?

High-CES IndustriesWhy They Excel
E-commerceOne-click purchasing, self-service returns, real-time tracking
SaaSIn-app guidance, instant chat support, extensive knowledge bases
Digital BankingMobile-first design, 24/7 availability, streamlined processes
Lower-CES IndustriesCommon Friction Points
HealthcareComplex billing, scheduling difficulties, fragmented systems
TelecommunicationsContract complexity, hold times, channel switching
GovernmentPaper-based processes, limited hours, bureaucratic procedures

20 CES Survey Questions for Every Touchpoint

The right question at the right moment unlocks actionable insights. Here are proven CES questions organized by use case:

Post-Support Interaction

Customer Support Questions
  1. "How easy was it to get the help you needed today?"
  2. "To what extent do you agree: The support team made it easy to resolve my issue."
  3. "How much effort did you personally have to put forth to handle your request?"
  4. "How easy was it to interact with our customer service team?"
  5. "The company made it simple to get my question answered. (Agree/Disagree)"

Post-Purchase/Transaction

Transaction Questions
  1. "How easy was it to complete your purchase today?"
  2. "The checkout process was straightforward and simple. (Agree/Disagree)"
  3. "How much effort did it take to find what you were looking for?"
  4. "How easy was it to compare options before making your decision?"
  5. "The payment process was seamless and hassle-free. (Agree/Disagree)"

Product/Feature Usage

Product Experience Questions
  1. "How easy was it to set up [Product/Feature]?"
  2. "How easy is it to use [Feature] to accomplish your goals?"
  3. "The instructions provided were easy to follow. (Agree/Disagree)"
  4. "How much effort did it take to learn how to use our product?"
  5. "Finding the information I needed within the product was effortless. (Agree/Disagree)"

Website/Self-Service

Digital Experience Questions
  1. "How easy was it to navigate our website to find what you needed?"
  2. "Finding our customer service contact information was straightforward. (Agree/Disagree)"
  3. "How easy was it to find answers in our help center?"
  4. "The self-service options met my needs without requiring assistance. (Agree/Disagree)"
  5. "How much effort did it take to complete your task using our app/website?"

Best Practices for CES Questions

  • Keep it focused: One question about effort, plus one optional follow-up
  • Be specific: Reference the exact interaction or task
  • Time it right: Send immediately after the interaction (within minutes to hours)
  • Avoid leading language: Don’t use words like “excellent” or “amazing”
  • Include open-ended follow-up: “What made this [easy/difficult]?” reveals actionable insights

The Business Impact of Reducing Customer Effort

Reducing effort isn’t just about making customers happy—it directly impacts your bottom line.

The ROI of Effortless Experience
What happens when you reduce customer effort
94%
Repurchase Intent
Low-effort customers
88%
Increased Spending
Will spend more
37%
Cost Reduction
Low vs. high effort
22%
Loyalty Boost
Per point improvement

The Compound Effect of Effort Reduction

High-Effort Experience
96% become disloyal • Negative word-of-mouth
Repeat Calls +40%
Escalations +50% • Channel switching +54%
Higher Service Costs
37% more expensive per interaction
Customer Churn
Lost revenue + acquisition costs
Breaking the cycle: Reduce effort at the source

Operational Impact

Gartner’s research quantifies the operational benefits of reducing effort:

MetricImprovement
Repeat calls reduced40%
Escalations reduced50%
Channel switching reduced54%
Employee intent to stay increased17%
NPS improvement+65 points (low vs. high effort companies)

7 Strategies to Reduce Customer Effort

Improving CES requires systematic effort reduction across touchpoints. Here are proven strategies:

1
Enable Genuine First-Contact Resolution
Empower frontline agents with the tools, knowledge, and authority to resolve issues without transfers or escalations. Companies achieving 80%+ FCR see CES improvements of 1.5+ points.
2
Invest in Self-Service That Actually Works
Build comprehensive knowledge bases, interactive FAQs, and AI-powered chatbots that handle 80%+ of routine inquiries. The goal: make contacting support unnecessary for common issues.
3
Eliminate Channel Switching
54% of effort comes from switching channels. If a customer starts on chat, resolve it on chat. If they call, don't ask them to email. Meet customers where they are.
4
Be Proactive, Not Reactive
Reach out before customers need to contact you. Proactive outage notifications, shipping updates, and renewal reminders prevent 70% of potential support contacts.
5
Simplify Your Processes Ruthlessly
Audit every customer touchpoint. How many steps? How many forms? How many clicks? Amazon's one-click purchase is the gold standard—apply that thinking everywhere.
6
Leverage AI for Instant Resolution
Conversational AI can reduce effort by 60% when implemented correctly. Use it for routing, instant answers, and 24/7 availability—but always offer human escalation.
7
Train for Experience Engineering
Your agents aren't just problem-solvers—they're experience engineers. Train them to anticipate next issues, set expectations, and guide customers through processes efficiently.

When to Send CES Surveys

Timing is critical. Send CES surveys too early, and customers haven’t fully experienced the effort. Too late, and they’ve forgotten the details.

Optimal CES Survey Timing
After Support Interaction
Chat, phone, email resolution
Within 5 minutes
After Purchase
Checkout completion
Immediately
After Onboarding
Account setup, training completion
Within 24 hours
After Product Delivery
Physical or digital product
24-48 hours
After Feature Usage
In-app, post-action
In-moment

Channels for CES Collection

ChannelResponse RateBest For
In-app/embedded10-25%Product usage, feature feedback
SMS15-30%Post-support, transactions
Email5-15%Onboarding, follow-up
Post-call IVR30-50%Phone support
Chat widget20-40%Chat support, website actions

Analyzing and Acting on CES Data

Collecting CES is only valuable if you act on what you learn. Here’s a framework for turning scores into action.

Segment Your Analysis

Don’t just track overall CES—segment by:

  • Touchpoint: Support vs. purchase vs. onboarding
  • Channel: Phone vs. chat vs. email vs. self-service
  • Customer segment: New vs. existing, high-value vs. standard
  • Issue type: Billing vs. technical vs. account changes
  • Agent/team: Individual and team performance

The CES Action Framework

Scores 1-3: Urgent
  • Personal outreach within 24 hours
  • Root cause investigation
  • Service recovery protocol
  • Executive visibility
Score 4: Monitor
  • Review open-ended feedback
  • Identify improvement opportunities
  • Track for patterns
  • Follow up if issues surface
Scores 5-7: Learn
  • Analyze what went right
  • Document best practices
  • Share with team
  • Replicate success patterns

CES Implementation Checklist

Ready to launch your CES program? Here’s your implementation roadmap:

Pre-Launch
Launch Phase
Ongoing Operations

Frequently Asked Questions

What’s the difference between CES 1.0 and CES 2.0?

CES 1.0 (2010): Asked “How much effort did you personally have to put forth to handle your request?” on a 5-point scale from “Very Low Effort” to “Very High Effort.”

CES 2.0 (current): Uses a statement format—“[Company] made it easy to handle my issue”—with a 7-point Likert agreement scale. This wording reduces bias and improves clarity.

Should I use CES or NPS?

Use both, for different purposes:

  • CES after specific interactions to measure operational friction
  • NPS periodically to measure overall brand loyalty

They’re complementary. Strong CES typically leads to strong NPS over time.

What response rate should I expect?

CES response rates vary by channel:

  • Post-call IVR: 30-50%
  • SMS: 15-30%
  • In-app: 10-25%
  • Email: 5-15%

Response rates below these ranges suggest timing or survey fatigue issues.

How quickly can I expect to see CES improvements?

With focused effort:

  • Quick wins (process simplification, self-service improvements): 2-4 weeks
  • Moderate improvements (training, tool enhancements): 2-3 months
  • Systemic changes (platform overhauls, cultural shifts): 6-12 months

Expect 0.5-1.0 point improvement per quarter with consistent effort.

Is CES relevant for B2B companies?

Absolutely. B2B customers face the same friction—complex onboarding, convoluted support processes, difficult-to-navigate portals. In fact, B2B often has more friction due to multiple stakeholders and longer processes.


The Bottom Line

Customer Effort Score measures something fundamental: how hard it is to do business with you. The research is unequivocal—reducing effort drives loyalty, retention, and revenue more effectively than trying to exceed expectations.

The most important insights from this guide:

96% of high-effort customers become disloyal—effort is the primary driver of customer loss
CES is 2x more predictive of loyalty than NPS—making it essential for operational improvement
Low-effort interactions cost 37% less—effort reduction improves both experience and efficiency
Every 1-point CES improvement = 22% loyalty increase—small improvements compound significantly

Stop trying to wow customers. Start making their lives easier.


Start Measuring Customer Effort Today

Understanding customer effort is the first step toward reducing it. ActionXM helps organizations measure CES across every touchpoint, identify friction points automatically, and take action that drives measurable improvement.

Ready to make your customer experience effortless?

Questions about implementing CES in your organization? Contact us for a personalized consultation.


Sources

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