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Text Mining Software with Data Extraction (2026)

Last updated: March 2026

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39 software options

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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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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VizRefra logo

Cloud-based text analysis and content management software

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VizRefra is a web-based text mining and analysis tool that provides business managers with AI tools for text intelligence operations. Key attributes include graphical data representation, summarization, tagging, text analysis, topic clustering, sentiment analysis, and predictive modeling.

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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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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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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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Netigate logo

Manage and analyse feedback from customers and employees

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Uncover insights from open-ended feedback using AI-powered text mining. Spot trends and sentiment fast, without manual analysis.

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Chattermill logo

Customer feedback analysis software

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Chattermill unifies customer feedback, customer support, and product feedback into a single platform and uses deep learning artificial intelligence (AI) to analyse customer data at scale and provide actionable insights.

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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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Thematic logo

AI-powered customer feedback analysis

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Thematic unlocks rich insights from unstructured feedback to help you build better products, reduce churn and drive growth. Without coding.

Add data from all channels for the full customer view. Build a product strategy off customer understanding and impact. See emergent issues as they arise.

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Caseboard logo

A software solution for database integration and analysis

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Caseboard is a Portuguese-language database integration platform that uses various features, such as complex network and relationship analysis functions, to investigate and combat fraud in phone calls, business and banking transactions, tax information, and more.

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HumanFirst logo

NLP solution for analyzing natural language data via prompts

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HumanFirst is a natural language processing (NLP) solution that helps transform natural language data into business insights and artificial intelligence (AI) training data.

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Deep Talk logo

Customer and employee feedback analysis platform

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Easily analyze feedback from various sources such as reviews, chats, emails, surveys, and more to gain a better understanding of your customers and employees.

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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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Centralpoint logo

Digital experience platform & content management solution

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Centralpoint by Oxcyon is a digital experience platform & content management solution for enterprises. The cloud-based tool allows users to control knowledge, data, documents, forms, emails, learning, compliance, & more whilst also providing features for managing employees, clients & partners.

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Enterpret logo

Machine learning customer feedback analytics platform

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Enterpret is a platform for analytics on natural language. With itsl machine learning algorithms and API-first design, it offers customers actionable insights from customer feedback.

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import.io logo

Web data extraction, preparation & integration platform

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Import.io is a web data integration platform which allows users to extract, prepare, and integrate semi-structured web data into structured data tables. The point-and-click interface lets users select the required information, and data can be integrated into apps or analytics with APIs & webhooks.

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licili logo

AI-powered text analysis tool for customer feedback

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licili is an AI-powered text analysis tool that maximizes the value of customer feedback. It features advanced analyses like topic, driver, context, sentiment, and relevance to deeply understand customer preferences. With an intuitive interface and seamless integrations, Licili is essential for enhancing customer satisfaction, solidifying market presence, and fostering product innovation.

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MonkeyLearn logo

Text analysis with machine learning

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MonkeyLearn is a cloud-based text analytics solution that extracts data from emails, surveys, tweets, or any text and turns it into custom visualizations. The platform provides insights and workflow automations for support, product, customer experience (CX), and development teams.

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Klassifier logo

Make Classifying easier

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Klassifier is a platform that allows non-IT folks to take advantage of AI's benefits. Anyone can utilize this procedure because it is so simple.

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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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Gavagai logo

Text mining system for analyzing unstructured business data

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Text mining is the process of extracting information from text. A range of terms is common in the industry, such as text mining and information mining. The analysis processes build on techniques from Natural Language Processing, Computational Linguistics and Data Science.

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EchoVera Intelligent OCR logo

OCR software that extracts data from electronic invoices

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Intelligent OCR is an optical character recognition solution for business of all sizes that can scan documents and emails to capture relevant data from document formats such as PDF, XML, EDL, Microsoft Word, TIFF, JPEG, HTLM, and more.

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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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Accern logo

No-Code NLP

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The Accern NoCodeNLP Platform empowers citizen data scientists to extract insights from unstructured data.

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