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CSAT / CES

Touchpoint-level service/effort signal; complements NPS.

Formula
CSAT = % top-box satisfied responses; CES = avg ease rating (1-5 / 1-7)
Unit
% or scale
Models
All models
Benchmark
Directional
ALLSurvey instruments; benchmarks vary entirely by tool, touchpoint and industry. CSAT 'good' often cited ~75-85% but not portable. Transactional, not relationship-level like NPS.
Sourcing: None (scale).
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