Best Text Analytics Software in 2026 — page 2

T-LAB

Pick T-LAB when free sentiment and topic analysis meet your needs on Windows or through cloud deployment. Consider another tool if entity extraction or intent detection is required.

Transana

Transana combines transcription, coding, and reporting for qualitative analysis across several data types. Check the demo limits and license terms before choosing a plan.

textnets

WordStat

WordStat provides extensive text-mining, classification, import, and export functions for large collections.

NVivo Transcription

NVivo Transcription combines multilingual transcription with exports and features for organized research or employer workflows.

SentiSum

SentiSum combines feedback analysis with agents for early warnings and conversation quality. Its annual starting price and separately priced add-ons are important considerations for buyers.

Talkwalker

Talkwalker offers broad social, web, and news monitoring with sentiment analysis and email alerts. Its three paid plans scale results volume, channels, historical data, and governance features.

Thematic

Thematic brings varied feedback into one analysis and workflow system for enterprise CX use.

Wonderflow

Choose Wonderflow if your enterprise needs product-level insight from feedback across many sources, markets, and languages, with analytics, reporting, and BI data feeds.

Brandwatch Consumer Intelligence

QDA Miner

QDA Miner presents a document-focused analysis tool with sentiment and entity features across 68 languages. The trial provides a short evaluation window, while continued use requires a paid plan.

Semantria

Choose Semantria when your text workflow needs sentiment, entity, intent, and topic analysis together.