Best Sentiment Analysis & VoC Analytics for Enterprise Teams

Google Cloud Natural Language API - NLP API providing sentiment analysis, entity recognition, category classification, and syntax analysis.

Lexalytics Intelligence Platform - Pioneering text analytics engine available on-premise with sentiment, theme extraction, and entity recognition.

Medallia Text Analytics - Text analysis within Medallia Experience Cloud for sentiment detection and auto-tagging topics.

Microsoft Azure Text Analytics - Azure Cognitive Services API for sentiment analysis, key phrase extraction, and named entity recognition.

Qualtrics XM Discover - Advanced text analytics performing deep semantic parsing for sentiment, emotion, themes, and effort scores.