Analysisv1.3.5

Sentiment Analysis

Score and classify text sentiment at scale. Returns structured JSON with confidence intervals, entity tagging, and tone breakdown.

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Overview

Sentiment Analysis processes text at any scale — from a single tweet to thousands of support tickets — and returns a structured breakdown of sentiment polarity, intensity, and tone. Named entities are tagged with their own sentiment scores so you can distinguish how customers feel about pricing versus support versus a specific feature. Confidence intervals are included so agents can escalate uncertain cases to human review.

Example Use Cases

01

Triage incoming support tickets by urgency using real-time sentiment scoring

02

Aggregate weekly sentiment trends across product reviews and social mentions

03

Flag contract negotiation emails where negative sentiment spikes as a risk signal

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