Real applications shipping on this endpoint today — each with the problem it solves and the numbers that made it worth wiring up.
Automatically analyze sentiment of social mentions as they happen. Aggregate scores to track sentiment trends and identify PR issues early.
Score all incoming feedback by sentiment. Route negative feedback for immediate attention. Track sentiment trends by product, feature, or time period.