# Customer Satisfaction (CSAT) Analysis

Skill · Data Science, Analytics and AI/ML

Canonical page: https://career.thegoodapps.co/skills/customer-satisfaction-csat-analysis

CSAT analysis is the practice of measuring and interpreting customer satisfaction scores, typically gathered through post-interaction surveys asking customers to rate their experience on a numeric or star scale. Customer service, support, and CX teams use this analysis to identify pain points, track performance over time, and prioritize improvements to products or service delivery. It's a core metric alongside Net Promoter Score (NPS) and Customer Effort Score (CES) in customer experience management.

Related skills: [Survey Design](https://career.thegoodapps.co/skills/survey-design), [Qualtrics](https://career.thegoodapps.co/skills/qualtrics), [SurveyMonkey](https://career.thegoodapps.co/skills/surveymonkey), [Net Promoter Score (NPS)](https://career.thegoodapps.co/skills/net-promoter-score-nps)

## Open roles requiring Customer Satisfaction (CSAT) Analysis (0)

None of the roles we have read name this skill yet. A large share of the visible corpus has not been parsed for skills, so this is at least as likely to be our backlog as the market's verdict.