When should we measure CES?
Measure CES right after a specific task is completed, such as onboarding, support resolution, or checkout.
Use your 1-7 CES distribution to calculate average effort and high-effort share to identify churn risk quickly.
Enter counts where 1 means very difficult and 7 means very easy.
CES
5.04
High Effort (1-3)
18.2%
Low Effort (6-7)
45.5%
Total Responses
110
CES measures how hard it was for a customer to complete a task. Lower effort usually increases retention and repeat usage.
Measure CES right after a specific task is completed, such as onboarding, support resolution, or checkout.
Benchmarks vary, but high-effort share above 20% often signals urgent friction to address.