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Text Mining Software with Text Analysis (2026) - Page 2

Last updated: January 2026

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46 software options

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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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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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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Kapiche logo

Feedback analytics platform

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Kapiche is a feedback analytics platform that analyses customer feedback data, empowering users to improve decision-making and positively impact their company’s bottom line.

Combine multiple data sources and analyze 1,000s of customer feedback responses in minutes, with no set up.

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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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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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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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Semantria logo
(0)

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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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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NLP Cloud logo
(0)

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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Amenity Analytics logo
(0)

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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InfoNgen logo
(0)

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
(0)

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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Verint Text Analytics logo
(0)

Text analytics software

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Verint® Text Analytics™ is an innovative software solution that allows users to gain enhanced insight into their customer experience across web chat, social, email, call notes and more.

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Luminoso logo
(0)

Artificial intelligence (AI)-enabled analytics software

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Luminoso is a cloud-based text analytics software designed to help businesses of all sizes upload, analyze, and visualize structured and unstructured customer insights data using artificial intelligence (AI) and natural language understanding technology. The platform includes multilingual capabilities, enabling organizations to process data in Japanese, Korean, Arabic, Chinese, and various other languages.

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Qemotion logo
(0)

Emotional and semantic analysis software

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Qemotion is a cloud-based semantic and emotional analysis solution designed to help businesses evaluate the opinions of employees and customers via a unifed portal. The platform includes artificial intelligence technology, which lets organizations identify customer issues, track ratings and reviews, and take appropriate measures to ensure an optimized customer experience.

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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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