Best Text Mining Software

Compare the Top Text Mining Software as of April 2025

What is Text Mining Software?

Text mining software is a type of software that uses natural language processing (NLP) and machine learning to analyze text data. It can aid in collecting, analyzing, and organizing unstructured data from websites, emails, documents, and other sources for various applications. Text mining software has the capability to crawl web page content or conduct keyword searches to retrieve relevant information. Depending on the purpose, it can also identify relationships between topics or extract terms from different languages. Compare and read user reviews of the best Text Mining software currently available using the table below. This list is updated regularly.

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    ThinkAutomation

    ThinkAutomation

    Parker Software

    Develop the automations that work for you. With ThinkAutomation, you get an open-ended studio to build any and every automated workflow you could ever need. All without volume limitations, and all without paying per process, license or ‘robot’.
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    Starting Price: $2,700/year
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  • 2
    Professional Document Analyzer
    The redesigned Professional Document Analyzer leverages AI Natural Language Processing (NLP) for enhanced content analysis and advanced readability. Our recent redesign simplifies the user experience (UX) with a common user interface (UI), delivers enhanced settings for creation and maintenance, and provides enhanced flexibility and reduced complexity to empower both casual users and super users. Analyzes (parse / shred) your RFPs for words like Must, Shall, Will and your custom keywords/phrases – Supports 6 File Types. Create a Compliance Matrix with 2 clicks in an Excel template or MS Word document. Analysis Results panel – Manipulate your analysis results by splitting, combining, annotating, and filtering. Share your Compliance Matrix and reports with 2 clicks.
    Starting Price: $166.50 per user per year
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    Archeo

    Archeo

    Communicate

    Quickly find your business-associated messages and get a complete overview in a user-friendly web interface. Archeo provides insight that enables you to take control over your business process. Find your messages easy when all logged text-based content is searchable based on freetext. Log all information to a REST API in Azure. Accessible from all your applications and integrations. Quickly find your business-associated messages and get a complete overview in a user-friendly web interface. Archeo provides insight that enables you to take control over your business process. Log all information to REST API in Azure. Accessible from all your applications and integrations. Generate custom graphs and dashboards which provide you with a complete overview of your flows and transactions. Let anyone in your organization use the application, and let the end users use Archeo to follow up their own business processes.
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    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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