Compute average CES from 1–7 scale responses, analyze distribution, and compare two periods. All calculations run in your browser — no data is sent anywhere.
Enter response scores (numbers 1–7) separated by commas, spaces, or new lines. Example: 5, 6, 7, 5, 4 → average 5.40.
See the spread of each score 1–7 plus the percentage of low effort (scores 1–2) vs high effort (scores 6–7). Example of 10 responses 1, 2, 2, 4, 5, 5, 6, 6, 7, 7 → low effort 30%, high effort 40%.
Compare the CES score of period A vs period B (or two segments) and see the delta. Example: A = 5, 6, 7 → 6.00; B = 4, 5, 4 → 4.33; delta −1.67.
| Average CES | Interpretation |
|---|---|
| 6.00 – 7.00 | Very low effort — most customers find it very easy |
| 5.00 – 5.99 | Low effort — most customers find it easy |
| 4.00 – 4.99 | Neutral / mixed — experience varies across customers |
| 3.00 – 3.99 | High effort — many customers find it difficult |
| 1.00 – 2.99 | Very high effort — most customers find it very difficult |
Customer Effort Score (CES) is a survey metric that measures how easy customers find completing an interaction, such as contacting support, completing a purchase, or going through onboarding. The typical question is: “How easy was it for you to complete …?” on a 1–7 scale (1 = very difficult, 7 = very easy). The CES score is the average of all responses.
Add up all response scores, then divide by the number of responses. Example: five responses 5, 6, 7, 5, 4 total 27; 27 ÷ 5 = 5.40. That is the CES score. This calculator also shows the response distribution and a two-period comparison.
They are three different, complementary metrics. CES measures perceived customer effort (1–7 scale, computed as an average). NPS (Net Promoter Score) measures willingness to recommend on a 0–10 scale, computed as % promoters minus % detractors, for overall loyalty. CSAT (Customer Satisfaction) measures satisfaction with one specific interaction, usually the % of respondents scoring 4–5 on a 1–5 scale.
Both are used in the industry. This calculator uses the common 1–7 scale (1 = very difficult, 7 = very easy). The key rule: do not mix different scales in one survey, because the averages cannot be compared.
There is no official standard for CES thresholds; the band table in this calculator is only a general guideline. Generally, an average of 6.0 or above means most customers find it very easy, while below 4.0 indicates many customers find it difficult. What is often more meaningful is the score trend over time and comparisons between segments, not a single absolute number.
CES is best measured right after one specific interaction — for example after a support ticket closes, checkout completes, or onboarding is finished — because perceived effort relates to that experience. NPS is better for measuring overall loyalty periodically. Many teams use both for different perspectives.
Common practice: teams follow up with low-scoring respondents to find the friction points, track changes across periods with this calculator’s comparator, and compare across segments (e.g. support channels or regions). This calculator is only a computation aid; follow-up decisions remain each team’s own call.
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