The best AI-powered customer experience tools for improving CSAT scores are the ones that diagnose why the score moved and then close the loop on it — not the ones that simply collect a rating faster.

Most CSAT tools measure satisfaction; very few actually improve it. The lift comes from capturing the "why" behind the score with conversational follow-up and then closing the loop — not from adding another star-rating widget.