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Text Mining Software

Last updated: April 2026

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28 software options

SimpleX logo

Generative AI: A Revolution… Except for Your Surveys!

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Generic AI fails at survey analysis. SimpleDecisions clusters, quantifies & delivers real insights—no fluff, just actionable data. Try it now!

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OpenText Analytics Cloud logo

Data visualization and analysis solution for business

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OpenText Magellan is a fully integrated AI & Analytics platform that lets users explore and understand unstructured data from disparate sources. The data provides insights on metadata such as sentiment and emotion for better decision-making while freeing up resources and time.

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Cauliflower logo

Turn open feedback into insights—fast, smart, and scalable.

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Cauliflower is an AI-powered platform for analyzing open-ended survey responses, reviews, and qualitative feedback. It offers topic detection, sentiment and driver analysis, multilingual support, dashboards, and API access—ideal for research and CX teams seeking scalable text analytics.

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Zonka Feedback logo

Turn feedback into intelligence, action, and growth

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Zonka Feedback is an AI-powered Customer Feedback & Intelligence platform to collect, analyze, and act on customer feedback—improving experiences, boosting loyalty, and driving business growth.

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Displayr logo

The all-in-one analysis and reporting software.

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Displayr is an AI-powered, all-in-one platform tailored for market researchers. Streamline analysis, create dynamic reports, and deliver real-time insights with ease. Unlock smarter insights today!

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Bytesview logo

Extracting insights from unstructred data

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BytesView Analytics is a powerful AI-based platform for text analysis that provides businesses with valuable insights to optimize their online performance.

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ATLAS.ti logo

Qualitative data analysis for text, graphical, audio & video

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ATLAS.ti is a qualitative data analysis platform, which allows businesses to analyze content including text, graphics, audio, and video for quality. The platform can be deployed in the cloud or on-premise using Windows, Mac, Android, or iOS devices.

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Wolfram Mathematica logo

Simulation solution for technical computing.

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Wolfram Mathematica is a simulation solution that offers a variety of functions including natural language input, real-world data capabilities, high-powered computation, and more. The platform provides various features such as machine learning, data science, and visualization. Its intuitive interface, predictive suggestions, and rich document organization make it incredibly user-friendly.

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PrediCX logo

Machine learning labelling engine

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PrediCX by Warwick Analytics is an automated predictive analytics tool for text which uses machine learning to classify and label text-based data

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DiscoverText logo

Collaborative text analytics for academics, companies & govt

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DiscoverText supports advanced search, metadata filtering, de-duplication, clustering, human coding, and the development of custom machine-learning classifiers.

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InMoment logo

Customer and employee experience management software

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InMoment is a cloud-based CX software that helps midsize and large businesses collect and manage employee and customer feedback to improve brand experience.

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Mozenda logo

The Experts In Web Data Scraping & Automation

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Capture web data, automate processes and scale. Trusted by thousands of businesses and over 30% of the global Fortune 500 companies. Free phone support.

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Zyte logo

We’re the central point of entry for all your web data needs

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Zyte makes web data extraction easy with API & Data Services for clean, reliable data at scale

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Repustate logo

Natural language processing tool for automotive businesses

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Repustate is a natural language processing (NLP) software designed to help businesses in the pharmaceutical, automotive, government, and other sectors analyze customers’ sentiments across product reviews, podcasts, and videos. Administrators can utilize AI-enabled tools to automatically extract relevant information from unstructured data in various languages including Arabic, French, German, and Chinese.

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Surveytagger logo

Feedback Text Categorizer

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Surveytagger takes in customer comments in an Excel file and tags the comments with topic and sentiment. Results are presented in a dashboard with drill-down capability and Excel exports. Surveytagger works in ten languages: Danish, Dutch, English, Finnish, French, German, Italian, Norwegian, Spanish and Swedish.

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IBM Watson Natural Language Understanding logo

Advanced text analysis

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IBM Watson Natural Language Understanding is a natural language processing solution, which provides features such as customized insights, metadata extraction, text analytics, data categorization, high-level concept identification, and sentiment analysis.

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NVivo logo

Data analysis software for businesses and nonprofits

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NVivo is a data analysis software, which helps businesses in the education, healthcare, non-profit, public, and other sectors organize, store, or evaluate qualitative data and manage cloud-based collaboration and automated transcription processes.

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InfoNgen logo
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AI-enabled enterprise search, text & sentiment analysis tool

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InfoNgen is an artificial intelligence (AI)-enabled software designed to help businesses in life sciences, manufacturing, retail, insurance, and other industries streamline enterprise search operations and conduct text and sentiment analysis. It enables employees to find and analyze critical information from structured and unstructured data and share them with team members.

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Amenity Analytics logo
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Natural language processing software for the finance sector

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Amenity Analytics is a natural language processing software designed to help businesses in the finance and insurance sector transform data into actionable insights. It offers a key drivers module, which enables administrators to identify emerging risks and analyze the company's health.

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AlphaSense logo
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AI-enabled market intelligence platform

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AlphaSense is a market intelligence platform leveraging the power of AI to help users extract insights from a universe of public and private content – including company filings, event transcripts, expert call transcripts, news, trade journals, and equity research.

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Patent Monitor logo
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Patent classification with NLP and ML technologies

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Patent Monitor is a SaaS solution for classifying and filtering large numbers of patents. By using a unique combination of NLP and Machine Learning, Patent Monitor can reduce manual workloads by around 80% and can reproduce your expert's classification behavior.

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Kimola Cognitive logo
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Market research & customer insights platform

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Kimola Cognitive is a machine learning platform to analyze customer feedback. Users are able to create custom models, use gallery of pre-built models, scrape reviews and generate SWOT analysis, product descriptions, powerful marketing materials with GPT.

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Semantria logo
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Text analytics and sentiment analysis

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Semantria is a text analytics and sentiment analysis app that interprets social media engagement and other customer interactions. The app pulls data from tweets and Facebook posts, as well as survey results, reviews and other business content to identify trends and provide deeper customer insight.

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NLP Cloud logo
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Production-ready NLP API

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High performance production-ready NLP API for Named Entity Recognition (NER), sentiment-analysis, classification, summarization, question answering, translation, language detection, tokenization, and POS tagging.
It is based on spaCy and HuggingFace transformers and all models can be used for free.

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Format JSON Online logo
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Text mining software

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Format JSON Online is an all-in-one online toolkit designed for developers, testers, and data professionals who work with JSON and structured data. It provides instant formatting, validation, beautification, and minification of JSON files, directly in the browser without uploading data to servers, ensuring privacy and speed.

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