AI CES Survey Generator

Understanding Customer Effort Score

Customer Effort Score flips the traditional service model on its head. Instead of trying to exceed expectations, CES focuses on making interactions effortless. Our AI generator creates surveys that pinpoint exactly where customers struggle, whether it is finding help articles, reaching the right agent, or completing multi-step processes across channels.

Reducing Customer Effort Across Touchpoints

Use CES data to identify your highest-effort touchpoints and systematically reduce friction. Common quick wins include improving self-service content, reducing transfers between agents, and streamlining multi-step processes. Track CES trends after each improvement to quantify impact and build a business case for further investment in effortless experiences.

Frequently Asked Questions

What is Customer Effort Score (CES)?

Customer Effort Score measures how much effort a customer had to exert to get an issue resolved, a request fulfilled, or a product used. It is typically measured on a 1-7 agreement scale with the statement 'The company made it easy for me to handle my issue.' CES is a strong predictor of future purchasing behavior and customer loyalty.

Why is CES important for customer support?

Research shows that reducing customer effort is more effective at building loyalty than delighting customers. 96% of customers who have high-effort experiences become disloyal, compared to only 9% with low-effort experiences. CES helps you identify and eliminate friction points in your support process, directly reducing churn and increasing satisfaction.

What is a good CES score?

On the standard 1-7 scale, a CES score of 5 or above indicates low effort and is considered good. Scores below 4 suggest significant friction that needs immediate attention. Compare your scores across different channels and touchpoints to identify where customers struggle most and prioritize improvements that will have the greatest impact on loyalty.

How does CES differ from CSAT and NPS?

CES measures effort required for a specific interaction, CSAT measures satisfaction with that interaction, and NPS measures overall loyalty. CES is uniquely valuable because it focuses on removing friction rather than creating delight. Studies show CES is the best predictor of future purchasing behavior, making it essential alongside CSAT and NPS.

When should I use CES surveys?

Deploy CES surveys immediately after interactions where effort is a key factor: support ticket resolutions, self-service attempts, onboarding steps, or any multi-step process. CES is especially valuable after customers use your help center or knowledge base, as it reveals whether self-service resources are actually reducing support load effectively.

Need more power? Try InsertChat AI Agents

Build custom assistants that handle conversations, automate workflows, and integrate with workflow tools.

Get started
Content
badge 13Website pages
·
badge 13Documents
·
badge 13Videos
·
badge 13Resource libraries
·
badge 13Website pages
·
badge 13Documents
·
badge 13Videos
·
badge 13Resource libraries
·
badge 13Website pages
·
badge 13Documents
·
badge 13Videos
·
badge 13Resource libraries
·
badge 13Website pages
·
badge 13Documents
·
badge 13Videos
·
badge 13Resource libraries
·
badge 13Website pages
·
badge 13Documents
·
badge 13Videos
·
badge 13Resource libraries
·
badge 13Website pages
·
badge 13Documents
·
badge 13Videos
·
badge 13Resource libraries
·
Brand
badge 13Logo and colors
·
badge 13Assistant tone
·
badge 13Custom domain
·
badge 13Logo and colors
·
badge 13Assistant tone
·
badge 13Custom domain
·
badge 13Logo and colors
·
badge 13Assistant tone
·
badge 13Custom domain
·
badge 13Logo and colors
·
badge 13Assistant tone
·
badge 13Custom domain
·
badge 13Logo and colors
·
badge 13Assistant tone
·
badge 13Custom domain
·
badge 13Logo and colors
·
badge 13Assistant tone
·
badge 13Custom domain
·
Launch
badge 13Website widget
·
badge 13Full-page assistant
·
badge 13Lead capture
·
badge 13Human handoff
·
badge 13Website widget
·
badge 13Full-page assistant
·
badge 13Lead capture
·
badge 13Human handoff
·
badge 13Website widget
·
badge 13Full-page assistant
·
badge 13Lead capture
·
badge 13Human handoff
·
badge 13Website widget
·
badge 13Full-page assistant
·
badge 13Lead capture
·
badge 13Human handoff
·
badge 13Website widget
·
badge 13Full-page assistant
·
badge 13Lead capture
·
badge 13Human handoff
·
badge 13Website widget
·
badge 13Full-page assistant
·
badge 13Lead capture
·
badge 13Human handoff
·
Learn
badge 13Top questions
·
badge 13Content gaps
·
badge 13Source usage
·
badge 13Lead quality
·
badge 13Conversation quality
·
badge 13Top questions
·
badge 13Content gaps
·
badge 13Source usage
·
badge 13Lead quality
·
badge 13Conversation quality
·
badge 13Top questions
·
badge 13Content gaps
·
badge 13Source usage
·
badge 13Lead quality
·
badge 13Conversation quality
·
badge 13Top questions
·
badge 13Content gaps
·
badge 13Source usage
·
badge 13Lead quality
·
badge 13Conversation quality
·
badge 13Top questions
·
badge 13Content gaps
·
badge 13Source usage
·
badge 13Lead quality
·
badge 13Conversation quality
·
badge 13Top questions
·
badge 13Content gaps
·
badge 13Source usage
·
badge 13Lead quality
·
badge 13Conversation quality
·
Models
OpenAI model providerOpenAI models
·
Anthropic model providerAnthropic models
·
Google model providerGoogle models
·
Open model providerOpen models
·
xAI Grok model providerGrok models
·
DeepSeek model providerDeepSeek models
·
Alibaba Qwen model providerQwen models
·
badge 13GLM models
·
OpenAI model providerOpenAI models
·
Anthropic model providerAnthropic models
·
Google model providerGoogle models
·
Open model providerOpen models
·
xAI Grok model providerGrok models
·
DeepSeek model providerDeepSeek models
·
Alibaba Qwen model providerQwen models
·
badge 13GLM models
·
OpenAI model providerOpenAI models
·
Anthropic model providerAnthropic models
·
Google model providerGoogle models
·
Open model providerOpen models
·
xAI Grok model providerGrok models
·
DeepSeek model providerDeepSeek models
·
Alibaba Qwen model providerQwen models
·
badge 13GLM models
·
OpenAI model providerOpenAI models
·
Anthropic model providerAnthropic models
·
Google model providerGoogle models
·
Open model providerOpen models
·
xAI Grok model providerGrok models
·
DeepSeek model providerDeepSeek models
·
Alibaba Qwen model providerQwen models
·
badge 13GLM models
·
OpenAI model providerOpenAI models
·
Anthropic model providerAnthropic models
·
Google model providerGoogle models
·
Open model providerOpen models
·
xAI Grok model providerGrok models
·
DeepSeek model providerDeepSeek models
·
Alibaba Qwen model providerQwen models
·
badge 13GLM models
·
OpenAI model providerOpenAI models
·
Anthropic model providerAnthropic models
·
Google model providerGoogle models
·
Open model providerOpen models
·
xAI Grok model providerGrok models
·
DeepSeek model providerDeepSeek models
·
Alibaba Qwen model providerQwen models
·
badge 13GLM models
·
InsertChat

Branded AI assistants for content-rich websites.

© 2026 InsertChat. All rights reserved.

All systems operational