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Customer Satisfaction

Customer satisfaction is a measure of how well a company's products, services, and overall experience meet or exceed customer expectations.

In Depth

Customer satisfaction is the cornerstone metric for any support organization. It reflects the gap between what customers expect and what they actually experience. High satisfaction correlates strongly with retention, referrals, and revenue growth, while low satisfaction predicts churn and negative word-of-mouth.

Satisfaction is typically measured through surveys using CSAT scores, NPS, or CES immediately after support interactions or at regular intervals. AI agents improve customer satisfaction by reducing wait times to near-zero, providing consistent and accurate answers, resolving issues in fewer interactions, and being available 24/7. They also enable real-time satisfaction monitoring through sentiment analysis during conversations, allowing proactive intervention when a customer appears frustrated before they ever fill out a survey.

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