Best Text Analytics Software

Compare the Top Text Analytics Software as of October 2025

What is Text Analytics Software?

Text analytics software is a type of software used to extract and analyze data from text-based sources. It can be used to uncover meaningful patterns, trends, and insights from large amounts of unstructured data. Text analytics software typically combines natural language processing (NLP) and machine learning techniques to identify desired entities such as people, organizations, locations, topics, or sentiment. This technology can be used in a variety of industries such as healthcare, retail, finance and marketing for purposes like customer feedback analysis or opinion mining. Compare and read user reviews of the best Text Analytics software currently available using the table below. This list is updated regularly.

  • 1
    Kimola Cognitive
    Kimola Cognitive is a rock-solid Machine Learning Platform that enables users to grab reviews from 20+ channels and analyze + classify customer feedback -or any text data- automatically. Here are the TOP skills of Kimola Cognitive: - Scrape Web and Collect Reviews - Text Analysis with Entity Recognition - Analyze Data with Pre-Built models on Kimola Cognitive Gallery - Create, Train and Store Your Own Custom Models (No Coding Skills are Required) - Create Executive Summary, Generate SWOT Analysis and many powerful marketing materials using GPT Integration - Available in 6 languages (and counting!)
    Starting Price: $199 / 10000 Queries / month
  • 2
    MeaningCloud

    MeaningCloud

    MeaningCloud

    MeaningCloud is the easiest, most powerful, and most affordable way to extract the meaning from unstructured content: documents, articles, social conversations, web content, etc. We provide text analytics products to extract the most accurate insights from any content in many languages. And we do it SaaS and On-prem. We work for different industries (pharma, finance, media, retail, hospitality, telco, etc.) developing personalized and industry-oriented solutions.  Pay only for what you use, without any activation fees, minimum time commitment and with the most generous free plan of the market. If you don't like it, you can stop using it, just like that. Without software to install or infrastructure to deploy. All the reliability and scalability of solutions in the cloud, and the possibility of testing it for free.
    Starting Price: $99 per month
  • 3
    Repustate

    Repustate

    Repustate

    Repustate provides world-class AI-powered semantic search, sentiment analysis and text analytics for organizations globally. It gives businesses the capability to decode terabytes of information and discover valuable, actionable, business insights more astutely than ever. From our esteemed clients in the Healthcare industry, to recognised leaders in Education, Banking or Governance, Repustate provides continuous deep dives into complex integrated data across industries. Our solution drives sentiment analysis and text analytics for social media listening, Voice of Customer (VOC), and video content analysis (VCA) across platforms. It encompasses the plethora of slangs, emojis and acronyms superseding the rules of formal language in social media. Whether it’s data from Youtube, IGTV, Facebook, Twitter or TikTok, or your own customer review forums, employee surveys, or EHRs, you can identify the critical aspects of your business precisely.
    Starting Price: $299 per month
  • 4
    Semantria

    Semantria

    Lexalytics

    Semantria is a natural language processing (NLP) API from Lexalytics, leaders in enterprise sentiment analysis and text analytics since 2004. Semantria offers multi-layered sentiment analysis, categorization, entity recognition, theme analysis, intention detection and summarization in an easy-to-integrate RESTful API package. Semantria is totally customizable through graphical configuration tools, supports 24 languages, and can be deployed across private, public and hybrid clouds. Semantria scales effortlessly from single servers to entire data centers and back again to meet your on-demand processing needs. Integrate Semantria to add powerful, flexible text analytics and natural language processing capabilities to your cloud-based data analytics products or enterprise business intelligence infrastructure. Or add Lexalytics storage and visualization tools to create a complete business intelligence platform for storing, managing, analyzing and visualizing text documents.
  • 5
    Viavoo

    Viavoo

    Viavoo

    Convert reviews, chats, surveys, emails, call transcripts, support tickets, social media into actionable insights and trends, to better meet the CX | UX challenge. Behaviours, feelings, expectations, claims, emotions viavoo AI taps into customer feedback and conversation to provide meaningful data for marketing, CRM teams and other Customer Experience stakeholders. Bring verbatim data to life with interactive charts visualization. Carry out meaningful analysis about your products, services, customer journey, apps, competitors. Gain deeper insight into the customer experience and market trends.
  • 6
    Cognitive Search and Discovery
    Attivio is unique in its ability to unify and analyze all types of enterprise information from a single platform. Gone is the necessity and challenge of integrating separate search, text mining, and BI tools. Correlating facts across applications and data repositories, Attivio is the fastest path to understanding and using 100% of the information that drives your innovation and operations. Whether you are developing new solutions on emerging sources or integrating siloed apps and their repositories, Attivio’s Insight Engine can profile, identify, and unify every source, regardless of its location or format. Don’t settle for anything less than a complete 360-degree view. Learn why independent analysts recognize Attivio as a leading provider of solutions that analyze unstructured content, correlate those results with structured information, and deliver actionable insight.
  • 7
    MPP BI

    MPP BI

    Luxms Group

    A Business Intelligence platform natively running with massively parallel databases for data visualization, operational analytics, tracking and reporting. MPP BI paves information superhighway to your business data. Preparation. All necessary data from all required data sources. Clean, consolidated and ready for your work. A wide range of integration options. Processing. No limits on combination of different data types, processing methods and update frequency. Visualization. Loads of basic data visuals, drilling down, ratings, and other nice things for more comfortable working with data for decision-makers. Collaboration. Interactive presentations, natively embedded analytics on your corporate portal and easy data export. Powerful text analytics to reveal valuable meaning of your text data. On top of our MPP BI platform we’ve built a fast and scalable text analytical engine - MPP NLP. It provides: text filtering and rule-based or machine learning classification.
    Starting Price: $10 per user, per month
  • 8
    Digsite

    Digsite

    Digsite

    Digsite’s leading agile insights technology enables teams to quickly learn and iterate with consumers. Recruit and launch a Digsite Sprint community in as little as 24 hours. Answer “why” questions, capture photos and video of experiences, and iterate on ideas under development. Digsite's interactive SmartDashboard makes it fast and easy to report on your research. Use our automated natural language processing and text analytics to identify and feature key qualitative results, and download your editable report right into PowerPoint. We make it easy to find your target audience. Access our panel of pre-qualified participants, micro-target your audience via our SocialFind recruiting, or use your own customer list. We built research expertise right into the platform. Our discussion guide templates can be customized to your needs. Guided support and full-service options are available.
  • 9
    IBM Digital Analytics
    As companies look to harness the potential of AI, they need to use data from diverse sources, support best-in-class tools and frameworks, and run models across a variety of environments. However, according to IDC, 1/3 of business leaders’ time is spent on data integration and data preparation¹ requirements for AI. Enhance business continuity and resiliency in the face of volatility and disruption. Simplify and automate how you collect, organize and analyze data to infuse AI throughout your business. AI-powered search and text analytics uses natural language processing to learn your industry's unique language. This AI-driven GRC solution helps you simplify how to manage risk and regulatory compliance.
  • 10
    Clarabridge

    Clarabridge

    Clarabridge

    The Clarabridge Platform aggregates all VoC data, customer interactions and feedback, into a single platform. We use AI-powered speech and text analytics, with the industry’s best Natural Language Understanding (NLU), to evaluate the conversations your customers and employees are having every day in phone calls, live chats, private messages and on social media. Clarabridge gives you timely answers about ease of doing business (Effort), customer loyalty and emotions, root cause of NPS change, churn or high contact volume and much more. Clarabridge insights help you make decisions, act fast, and track results. Partner with Clarabridge, whose solutions are purpose-built for customer experience and backed by an AI-powered best-in-class text analytics engine, to transcend from complexity to clarity and truly understand every customer interaction. Clarabridge is the only platform that provides a highly effective means of capturing what customers are saying.
  • 11
    OpenText Unstructured Data Analytics
    OpenText™ Unstructured Data Analytics products employ AI and machine learning to help organizations uncover and leverage key insights stored deep within their unstructured data, including text, audio, video, and images. Organizations can connect all their data to understand the context and information locked inside high-growth unstructured content—at scale. Discover insights hidden within all types of media with unified text, speech, and video analytics that support more than 1,500 data formats. Use natural language processing, optical character recognition (OCR), and other AI-powered models to understand and track the meaning within unstructured data. Employ the latest innovations in machine learning and deep neural networks to understand written and spoken language in data, revealing greater insights.
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