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Text Mining Software with Full Text Search (2026)

Last updated: March 2026

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22 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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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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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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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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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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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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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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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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Akio.CX logo
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Multi-channel customer relations management platform

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Akio.CX is an omnichannel customer relations tool, designed to facilitate web, telephone, email & social media conversations between customers & customer service teams.

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MeaningCloud logo
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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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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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iFinder logo
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AI-based enterprise search platform

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iFinder is an enterprise search application tool that helps businesses process information quickly and utilize received insights to facilitate decision-making processes. Professionals can search for important information and documents and intelligently enhance this data using AI methods.

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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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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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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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