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Text Mining Software with Predictive Modeling (2026)

Last updated: March 2026

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24 software options

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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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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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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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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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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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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Lumoa logo

Go from customer feedback to action without the guesswork.

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Lumoa is the feedback analytics solution that looks at any interaction with your customers and tells you what to do next to grow your business.

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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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Keatext logo

Your most impactful improvements start here.

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Keatext is a text analytics solution that delivers AI-based recommendations and ready-to-share reports leveraging GPT to improve customer experience.

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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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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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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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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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Advize logo

Customer feedback analysis & customer experience automation

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Advize is a cloud-based customer feedback analysis & experience automation solution which allows users to combine voice of the customer (VoC) feedback from across the customer journey, identify themes & customer sentiments, & combine reach, loyalty & satisfaction scores to prioritize impact drivers

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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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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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Sinequa logo

Data search and analytics platform for large enterprises

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Sinequa is a cloud-based and on-premise search and analytics platform designed to help large enterprises discover insights from structured or unstructured data by using artificial intelligence (AI) and machine learning technology.

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MeaningCloud logo
(0)

Text analytics & natural language processing (NLP) software

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MeaningCloud is a text analytics software designed to help businesses across publishing, banking, insurance, healthcare, and pharmaceutical industries gain data insights into unstructured information sources. It enables employees to extract data from various document types.

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unitQ logo
(0)

Understand your users in real time

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unitQ provides AI-powered insights from user feedback to help you craft high-quality products, services, and experiences. The world's best companies like Spotify, Bumble, Pinterest, Upwork, Chime, and HelloFresh rely on unitQ to drive growth, reduce churn, and build loyalty.

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TIMi logo
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Online system for developing analytical & predictive models

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TIMi is a unique platform for the development of analytical and predictive models. It consists of four tools that work together to improve your business including Anatella, Modeler, StarDust, and Kibella.

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Kimola Cognitive logo
(0)

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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