Reputation monitoring streams new reviews into sentiment pipelines, flagging service issues within hours. Competitive amenity benchmarking compares room descriptions, star ratings and traveler photos across peer sets to optimise upgrade spend. Trend alerts track keyword velocity (e.g., “bedbugs”, “renovated”) to spot emerging concerns or brag-worthy perks before rivals react.