You’re One Prompt Away from Building Something Great. [Try it now!](https://greta.questera.ai/)

[PLG OS](/content/site-root.html)

Solutions

[Blogs](/content/blogs/index.html) [Components](/content/sdk-components/index.html) [Pricing](/content/pricing/index.html) [Demo](/content/demo/index.html)Get started

Back

Customer Effort Score (CES): Definition, Calculation and Strategies

What is Customer Effort Score?

How to Calculate Customer Effort Score

When to Measure Customer Effort Score

Why does Customer Effort Score Matter in SaaS

How to Improve Your Customer Effort Score

Best Practices for Customer Effort Score Implementation

Common Customer Effort Score Pitfalls to Avoid

Integrating Customer Effort Score with Other Metrics

Future Trends in Customer Effort Score Measurement

Conclusion

FAQs

Blog \| Customer Effort Score (CES): Definition, Calculation and Strategies Oct - 15, 2024

# Customer Effort Score (CES): Definition, Calculation and Strategies

While metrics like NPS (Net Promoter Score) and CSAT (Customer Satisfaction Score) have been mainstays in measuring customer satisfaction, the Customer Effort Score (CES) has emerged as a crucial indicator of customer loyalty and retention. In this guide, we'll explore what Customer Effort Score is, why it matters, and how to leverage it effectively for your SaaS business.

## What is Customer Effort Score?

Customer Effort Score measures the amount of effort a customer needs to exert to achieve their goals with your product or service. Gartner research indicates that 96% of customers with high-effort experiences are disloyal, while only [9% of customers](https://chattermill.com/blog/customer-effort-score#:~:text=In%20fact%2C%20%60%6096%%20(of%20customers)%20who%20had,9%%20of%20customers%20with%20a%20low%2Deffort%20experience.) with low-effort experiences are disloyal. This can include various customer interactions such as:

1. #### Technical Support:

Accessing technical support

2. #### Onboarding:

Onboarding to your platform

3. #### Issue Resolution:

Resolving issues

4. #### Information Access:

Locating information

5. #### Task Completion:

Completing key tasks within your product

The idea is simple: the easier it is for customers to achieve their goals, the more likely they are to continue using your service and recommend it to others.

## How to Calculate Customer Effort Score

### The Basic Formula

Traditionally, Customer Effort Score is calculated using a 7-point scale where customers respond to the statement: "PLG OS made it easy for me to handle my issue." Responses range from "Strongly Disagree" (1) to "Strongly Agree" (7).

### Modern Variations

Many SaaS companies have adopted simplified scales, such as a 5-point or even a binary-plus-neutral scale, which can yield higher response rates:

- #### 5-Point Scale:

Very Difficult (1), Difficult (2), Neutral (3), Easy (4), Very Easy (5)

- #### Binary Plus Neutral:

Difficult (1), Neutral (2), Easy (3)

## When to Measure Customer Effort Score

1. #### Post-Interaction:

After customer support interactions, onboarding, or new feature adoption

2. #### Task Completion:

After completing critical workflows, document uploads, or integration setups

3. #### Milestone Achievement:

Upon reaching key success metrics, completing training, or following major updates

## Why does Customer Effort Score Matter in SaaS

### Predictive Power

[Customer Effort Score is 40%](https://www.gartner.com/smarterwithgartner/unveiling-the-new-and-improved-customer-effort-score) more accurate at predicting customer loyalty than CSAT. This makes it invaluable for SaaS businesses where recurring revenue is vital.

### Direct Impact on Revenue

A high customer effort score often correlates with increased churn, reduced expansion revenue, and higher support costs. Customers get frustrated when something they want to do with your brand requires a lot of effort, or unexpected effort for them,” said Jeannie Walters, CEO and chief experience investigator at [Experience Investigators](https://experienceinvestigators.com/).

### Competitive Advantage

In the crowded SaaS market, ease of use is a key differentiator. A low CES can serve as a compelling advantage over competitors.

## How to Improve Your Customer Effort Score

### 1\. Product-Level Improvements

1. #### UI Streamlining:

Simplify navigation, reduce clicks, and provide contextual help

2. #### Self-Service:

Build a comprehensive knowledge base, implement intelligent search, and offer video tutorials

### 2\. Support-Level Improvements

1. #### Channel Optimization:

Offer omnichannel support, live chat, and callback options

2. #### Team Empowerment:

Train for first-contact resolution, provide decision-making authority, and improve ticket routing

### 3\. Process-Level Improvements

1. #### Onboarding Simplification:

Provide guided workflows, templates, and quick-start guides

2. #### Automation:

Enable automatic setups, one-click actions, and integrations

## Best Practices for Customer Effort Score Implementation

### 1\. Survey Design

1. #### Question Design:

Keep questions simple and consistent, avoiding leading language, and provide optional comment fields for context

2. #### Timing Strategy:

Survey customers immediately after interactions and be mindful of survey fatigue and user time zones

### 2\. Data Analysis

1. #### Data Segmentation:

Analyze by customer type, feature usage, interaction channel, and track trends over time

2. #### Planning:

Set clear improvement targets, create actionable plans, and monitor your progress

## Common Customer Effort Score Pitfalls to Avoid

1. #### Survey Mistakes:

Avoid surveying too frequently, using complex language, and neglecting mobile optimization

2. #### Analysis Errors:

Don't focus solely on averages—be sure to examine trends, properly segment, and consider the context of responses

3. #### Implementation Issues:

Close the feedback loop by addressing customer concerns, avoid inconsistent measurement, and ensure timely survey deployment

## Integrating Customer Effort Score with Other Metrics

### 1\. Complementary Metrics

Create a comprehensive view of customer experience by combining Customer Effort Score with other metrics like [NPS](/content/blogs/what-is-nps/index.html), [CSAT](/content/blogs/understanding-csat/index.html), Time to Resolution (TTR), and First Contact Resolution (FCR).

### 2\. Business Impact Metrics

Link Customer Effort Score improvements to business outcomes by monitoring metrics such as [Customer Lifetime Value (CLV)](/content/blogs/what-is-customer-lifetime-value/index.html), churn rate, expansion revenue, and support costs.

## Future Trends in Customer Effort Score Measurement

1. #### AI and Automation:

Innovations like predictive effort scoring, real-time feedback analysis, and automated survey timing can enhance CES measurement and insight

2. #### Advanced Analytics:

Techniques like sentiment analysis, journey mapping, and predictive churn modeling are increasingly being used to extract deeper insights from CES data

## Conclusion

Customer Effort Score is more than just a metric—it's a powerful tool for understanding and improving customer experience. In the SaaS industry, where customer retention and expansion are key to growth, reducing customer effort can be the difference between success and stagnation.

To effectively implement Customer Effort Score:

1. #### Measurement:

Choose the right measurement scale for your needs

2. #### Timing:

Survey at key customer interaction points

3. #### Action:

Act on the feedback you gather

4. #### Tracking:

Track trends over time

5. #### Business Impact:

Link improvements directly to business outcomes

Remember, the goal isn't only to measure effort; it's to reduce it systematically. By making your product easier to use and your support more accessible, you'll not only improve your Customer Effort Score but also foster a loyal customer base. Start measuring and optimizing your Customer Effort Score today to enhance customer satisfaction, retention, and long-term growth.

## FAQs

### 1\. What is Customer Effort Score (CES)?

CES measures how easy it is for customers to interact with your business, especially when solving a problem or getting support.

### 2\. How is CES calculated?

Customers rate their experience on a scale (typically 1 to 7); the average score is your CES.

### 3\. Why is CES important?

A low-effort experience often leads to higher customer satisfaction, loyalty, and repeat business.

### 4\. When should you use a CES survey?

Right after key interactions—like support calls, product purchases, or onboarding processes.

### 5\. How can I improve my CES?

Simplify processes, reduce wait times, offer self-service options, and train staff for quick, effective resolutions.

PLG OS

Ship Fast, Grow Faster⚡️

Company

Contact us

Resources

Getting started

Docs

More

Terms & Conditions

Privacy Policy

Cookie Policy

Get the latest news features & product updates

Get started

* * *

© 2026 PLGOS All rights reserved.

Hello there👋, How can I help you?

Chat with PLG OS founder

What is PLG OS

Have a general question

Hello there 👋🏻

How can we help?

Customer Service

Send us a message

Let us help with all your questions

Message Now

The PLG OS community

Be sure to check out the PLG OS community for support, plus tips & tricks from PLGOS users and much more coming soon

Do I need technical skills to use PLGOS platform?

How does PLGOS personalize user experiences?

What kind of support can I expect as a PLGOS user?

How does PLGOS handle data privacy and security?

How to use PLG OS Components on my React app ?

How to increase my app's adoption

How to Increase User Engagement in my app

Get Updates

Cross-Platform Compatibility of Components

You can now use PLG OS components seamlessly on platforms like WordPress and GHL . Enjoy smooth integration and expand your reach without any extra effort.

Addons Plan – No API Key Needed

Getting started with PLG OS Chatbot is now easier than ever! With the new Addons Plan, you don’t need to provide an OpenAI API key. Simply purchase, plug in, and start growing — zero setup, zero hassle.

See all updates

Complete your profile

0% Completed

Be sure to check out the Quest labs community for support, plus tips & tricks from Quest users

How satisfied are you?

How would you rate this journey after using the product after so long?

'%3e%3cpath%20d='M20%2039.1667C30.5854%2039.1667%2039.1666%2030.5855%2039.1666%2020C39.1666%209.41458%2030.5854%200.833374%2020%200.833374C9.41452%200.833374%200.833313%209.41458%200.833313%2020C0.833313%2030.5855%209.41452%2039.1667%2020%2039.1667Z'%20fill='%23FFCE52'%20/%3e%3cpath%20d='M27.5%2018.3334C28.8807%2018.3334%2030%2016.841%2030%2015.0001C30%2013.1591%2028.8807%2011.6667%2027.5%2011.6667C26.1193%2011.6667%2025%2013.1591%2025%2015.0001C25%2016.841%2026.1193%2018.3334%2027.5%2018.3334Z'%20fill='%23273941'%20/%3e%3cpath%20d='M12.5%2018.3334C13.8807%2018.3334%2015%2016.841%2015%2015.0001C15%2013.1591%2013.8807%2011.6667%2012.5%2011.6667C11.1193%2011.6667%2010%2013.1591%2010%2015.0001C10%2016.841%2011.1193%2018.3334%2012.5%2018.3334Z'%20fill='%23273941'%20/%3e%3cpath%20d='M27.5%2017.5C28.4205%2017.5%2029.1666%2016.3807%2029.1666%2015C29.1666%2013.6193%2028.4205%2012.5%2027.5%2012.5C26.5795%2012.5%2025.8333%2013.6193%2025.8333%2015C25.8333%2016.3807%2026.5795%2017.5%2027.5%2017.5Z'%20fill='%23141E21'%20/%3e%3cpath%20d='M12.5%2017.5C13.4205%2017.5%2014.1666%2016.3807%2014.1666%2015C14.1666%2013.6193%2013.4205%2012.5%2012.5%2012.5C11.5795%2012.5%2010.8333%2013.6193%2010.8333%2015C10.8333%2016.3807%2011.5795%2017.5%2012.5%2017.5Z'%20fill='%23141E21'%20/%3e%3cpath%20d='M28.3333%2015C28.7936%2015%2029.1667%2014.6269%2029.1667%2014.1667C29.1667%2013.7065%2028.7936%2013.3334%2028.3333%2013.3334C27.8731%2013.3334%2027.5%2013.7065%2027.5%2014.1667C27.5%2014.6269%2027.8731%2015%2028.3333%2015Z'%20fill='%23F6FAFD'%20/%3e%3cpath%20d='M13.3333%2015C13.7936%2015%2014.1667%2014.6269%2014.1667%2014.1667C14.1667%2013.7065%2013.7936%2013.3334%2013.3333%2013.3334C12.8731%2013.3334%2012.5%2013.7065%2012.5%2014.1667C12.5%2014.6269%2012.8731%2015%2013.3333%2015Z'%20fill='%23F6FAFD'%20/%3e%3cpath%20d='M20%2032.5001C13.5666%2032.5001%208.33331%2027.6401%208.33331%2021.6667H9.99998C9.99998%2026.7209%2014.4858%2030.8334%2020%2030.8334C25.5141%2030.8334%2030%2026.7209%2030%2021.6667H31.6666C31.6666%2027.6401%2026.4333%2032.5001%2020%2032.5001Z'%20fill='%23273941'%20/%3e%3cpath%20d='M20%203.33336C30.125%203.33336%2038.3333%2010.4225%2038.3333%2019.1667H39.1458C38.9161%2014.2434%2036.7986%209.59783%2033.2332%206.19495C29.6678%202.79206%2024.9286%200.893433%2020%200.893433C15.0713%200.893433%2010.3321%202.79206%206.76672%206.19495C3.20134%209.59783%201.08386%2014.2434%200.854126%2019.1667H1.66663C1.66663%2010.4225%209.87496%203.33336%2020%203.33336Z'%20fill='%23FFE369'%20/%3e%3cpath%20d='M38.3333%2019.1667C38.3333%2027.9109%2030.125%2035.0001%2020%2035.0001C9.87498%2035.0001%201.66665%2027.9109%201.66665%2019.1667H0.854146C0.84248%2019.4434%200.833313%2019.7209%200.833313%2020.0001C0.833313%2025.0834%202.85265%2029.9585%206.4471%2033.553C10.0415%2037.1474%2014.9167%2039.1667%2020%2039.1667C25.0833%2039.1667%2029.9584%2037.1474%2033.5529%2033.553C37.1473%2029.9585%2039.1666%2025.0834%2039.1666%2020.0001C39.1666%2019.7209%2039.1575%2019.4434%2039.1458%2019.1667H38.3333Z'%20fill='%23FFB32B'%20/%3e%3cpath%20d='M31.51%208.17621C31.7784%207.90763%2031.693%207.38715%2031.3193%207.01368C30.9456%206.6402%2030.425%206.55517%2030.1566%206.82375C29.8882%207.09233%2029.9736%207.61282%2030.3474%207.98629C30.7211%208.35976%2031.2416%208.44479%2031.51%208.17621Z'%20fill='%23F6FAFD'%20/%3e%3cpath%20d='M25.9598%204.08757C26.0941%203.95311%2026.0516%203.69274%2025.8647%203.506C25.6778%203.31927%2025.4174%203.27689%2025.2831%203.41134C25.1487%203.54579%2025.1913%203.80616%2025.3781%203.9929C25.565%204.17964%2025.8254%204.22202%2025.9598%204.08757Z'%20fill='%23F6FAFD'%20/%3e%3cpath%20d='M29.6873%207.18636C30.2241%206.64921%2030.053%205.60797%2029.3052%204.8607C28.5575%204.11344%2027.5161%203.94311%2026.9793%204.48027C26.4425%205.01743%2026.6136%206.05866%2027.3614%206.80593C28.1092%207.5532%2029.1505%207.72352%2029.6873%207.18636Z'%20fill='%23F6FAFD'%20/%3e%3c/g%3e%3cdefs%3e%3cclipPath%20id='clip0_6207_1290'%3e%3crect%20width='40'%20height='40'%20fill='white'%20/%3e%3c/clipPath%3e%3c/defs%3e%3c/svg%3e)'%20/%3e%3cpath%20d='M10.7999%2020C13.5614%2020%2015.7999%2017.7614%2015.7999%2015C15.7999%2012.2386%2013.5614%2010%2010.7999%2010C8.0385%2010%205.79993%2012.2386%205.79993%2015C5.79993%2017.7614%208.0385%2020%2010.7999%2020Z'%20fill='url(%23paint1_radial_6207_1324)'%20/%3e%3cpath%20d='M20.8%2023.3334C17.1241%2023.3334%2014.1333%2020.7167%2014.1333%2017.5001H15.8C15.8%2019.7976%2018.0425%2021.6667%2020.8%2021.6667C23.5575%2021.6667%2025.8%2019.7976%2025.8%2017.5001H27.4666C27.4666%2020.7167%2024.4758%2023.3334%2020.8%2023.3334ZM32.4666%2010.8334H30.8C30.8%2010.1704%2030.5366%209.53449%2030.0677%209.06565C29.5989%208.59681%2028.963%208.33341%2028.3%208.33341C27.6369%208.33341%2027.001%208.59681%2026.5322%209.06565C26.0634%209.53449%2025.8%2010.1704%2025.8%2010.8334H24.1333C24.1333%209.72835%2024.5723%208.66854%2025.3537%207.88714C26.1351%207.10573%2027.1949%206.66675%2028.3%206.66675C29.405%206.66675%2030.4648%207.10573%2031.2462%207.88714C32.0276%208.66854%2032.4666%209.72835%2032.4666%2010.8334ZM17.4666%2010.8334H15.8C15.8%2010.1704%2015.5366%209.53449%2015.0677%209.06565C14.5989%208.59681%2013.963%208.33341%2013.3%208.33341C12.6369%208.33341%2012.001%208.59681%2011.5322%209.06565C11.0634%209.53449%2010.8%2010.1704%2010.8%2010.8334H9.1333C9.1333%209.72835%209.57229%208.66854%2010.3537%207.88714C11.1351%207.10573%2012.1949%206.66675%2013.3%206.66675C14.405%206.66675%2015.4648%207.10573%2016.2462%207.88714C17.0276%208.66854%2017.4666%209.72835%2017.4666%2010.8334Z'%20fill='%23273941'%20/%3e%3cdefs%3e%3cradialGradient%20id='paint0_radial_6207_1324'%20cx='0'%20cy='0'%20r='1'%20gradientUnits='userSpaceOnUse'%20gradientTransform='translate(30.7999%2015)%20scale(5)'%3e%3cstop%20stop-color='%23FF568D'%20/%3e%3cstop%20offset='0.454'%20stop-color='%23FF9678'%20/%3e%3cstop%20offset='0.817'%20stop-color='%23FFC26A'%20/%3e%3cstop%20offset='1'%20stop-color='%23FFD364'%20/%3e%3c/radialGradient%3e%3cradialGradient%20id='paint1_radial_6207_1324'%20cx='0'%20cy='0'%20r='1'%20gradientUnits='userSpaceOnUse'%20gradientTransform='translate(10.7999%200.416667)%20scale(0.416667)'%3e%3cstop%20stop-color='%23FF568D'%20/%3e%3cstop%20offset='0.454'%20stop-color='%23FF9678'%20/%3e%3cstop%20offset='0.817'%20stop-color='%23FFC26A'%20/%3e%3cstop%20offset='1'%20stop-color='%23FFD364'%20/%3e%3c/radialGradient%3e%3c/defs%3e%3c/svg%3e)

Not satisfied

Very satisfied

Home

Chat

FAQs

Updates

Tasks

Powered by PLG OS

StripeM-Inner
