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.

  • 1
    NaturalText

    NaturalText

    NaturalText

    NaturalText A.I. helps you get more out of your data. Discover relationships, create collections, and unveil hidden insights in documents and other text-based data. NaturalText A.I. uses novel artificial intelligence technology to uncover hidden relationships in data. The software uses various state-of-the-art methods to understand context, analyze patterns, and reveal insights—all in a human-readable way. Reveal insights hidden in your data. Finding everything hidden in your text data is a difficult, if not impossible, task. With traditional search, you can only locate information related to a document. NaturalText A.I., on the other hand, uncovers new information within millions of documents, including scientific papers and patents. Use NaturalText A.I. to reveal insights in the data you are currently missing.
    Starting Price: $5000.00
  • 2
    Cauliflower

    Cauliflower

    Cauliflower

    Whether for a service or a product, whether a snapshot or monitoring over time - Cauliflower processes feedback and comments from various application areas. Using Artificial Intelligence (AI), Cauliflower identifies the most important topics, their relevance, evaluation and relationships. In-house developed machine learning models for the extraction of content and evaluation of sentiment. Intuitive dashboards with filter options and drill-downs. Use included variables for language, weight, ID, time or location. Define your own filter variables in the dropdown. Cauliflower translates the results into a uniform language if required. Define a company-wide language about customer feedback instead of reading it sporadically and quoting individual opinions.
  • 3
    Pienso

    Pienso

    Pienso

    Creating a topic model from scratch takes advanced programming know-how. This expertise is expensive, and supersedes the knowledge that matters most: familiarity with your data. Labeling your own training data is slow, tedious, and costly. Farming it out to workers paid a low wage is faster and cheaper, but compromises accuracy and nuance. Either approach leaves you stuck with a fixed taxonomy that's hard to evolve. It’s time to stop tagging. Free subject matter experts to model and analyze their own data. You've got mountains of text data, filled with insights just waiting to be mined. And Pienso is here to help. Pienso is designed to train models with your own data, because we know that works best. Whether your data is unstructured or semi-structured, long or short, Pienso can help you parse it into insight.
  • Previous
  • You're on page 1
  • Next