A hotel chain improved Booking.com rating sentiment analysis to identify guest experience gaps, enhance service quality, and boost customer satisfaction. These data-driven improvements significantly increased overall review scores from 8.2 to 8.7 while strengthening brand reputation and guest loyalty.