Sentiment analysis and VoC analytics tools help teams turn unstructured feedback into structured signals they can monitor, prioritize, and act on.
Showing 6 tools
NLP API providing sentiment analysis, entity recognition, category classification, and syntax analysis.
Buyer fit
Enterprise, Mid-Market, Small Business teams that need AI-Powered Text Analysis and NLP Engine coverage.
Text analytics engine available on-premise with sentiment analysis, theme extraction, and entity recognition.
Buyer fit
Enterprise, Mid-Market teams that need AI-Powered Text Analysis and Emotion Detection coverage.
Text analysis within Medallia Experience Cloud for sentiment detection and auto-tagging topics.
Buyer fit
Enterprise teams that need AI-Powered Text Analysis and Churn Risk Detection coverage.
Azure Cognitive Services API for sentiment analysis, key phrase extraction, and named entity recognition.
Buyer fit
Enterprise, Mid-Market, Small Business teams that need AI-Powered Text Analysis and NLP Engine coverage.
Advanced text analytics performing deep semantic parsing for sentiment, emotion, themes, and effort scores.
Buyer fit
Enterprise teams that need AI-Powered Text Analysis and Churn Risk Detection coverage.
AI-powered feedback analysis that clusters qualitative feedback into themes, summarises insights, and surfaces sentiment signals.
Buyer fit
Startup, Small Business, Mid-Market teams that need AI-Powered Text Analysis and Churn Risk Detection coverage.
This category is most valuable when analytics move beyond generic dashboards and help teams understand why customers are struggling, not just whether sentiment is up or down.
Teams analyzing large volumes of qualitative feedback
VoC programs that need deeper theme detection and prioritization
Operators trying to quantify customer pain from unstructured text
Jump into shortlists tuned for company size and buying motion.
Google Cloud Natural Language API
Enterprise, Mid-Market, Small Business teams that need AI-Powered Text Analysis and NLP Engine coverage.
Cloud, API / integrations
Lexalytics Intelligence Platform
Enterprise, Mid-Market teams that need AI-Powered Text Analysis and Emotion Detection coverage.
Cloud, On-premise, API / integrations
Medallia Text Analytics
Enterprise teams that need AI-Powered Text Analysis and Churn Risk Detection coverage.
Cloud, API / integrations
They help teams classify large volumes of feedback, detect themes, and quantify emotional or issue patterns that would be hard to review manually.
Use real customer text, test theme accuracy, and look beyond headline sentiment scores to see whether the outputs are genuinely actionable.
Sometimes, but many teams use them as one layer inside a broader feedback or VoC operating system.