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Top Rated Text Mining Software with Text analysis - Page 2

Last updated: November 2026

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55 software options

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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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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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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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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WorkHQ Platform logo

AI automation for the modern enterprise.

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SS&C Blue Prism WorkHQ is an agentic automation platform that orchestrates AI agents, digital workers, APIs and people in one governed environment.

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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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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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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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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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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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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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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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thematicanalysis.ai logo
(0)

AI thematic analysis with every code backed by a quote

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Text mining built for qualitative research: AI codes interviews, focus groups, survey answers and published studies, groups codes into themes, and anchors every code to a verbatim quote checked against your text. Export to Word, Excel or .qdpx.

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AWAI logo
(0)

3D visualization for AI chat analysis

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AWAI clusters conversational text by embedding similarity, not keywords. Opinions and the reasons underneath them are clustered separately, so a reason shared across opposing views stays visible and a single-respondent view is kept as an outlier. Reports come from a plain-language question.

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Student Mobility Suite logo
(0)

Cloud-based transfer credit & transcript suite

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Student Mobility Suite is a cloud-based SaaS platform for higher education institutions that automates transcript processing, transfer.

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Bank Statement Converter logo
(0)

Convert Bank Statements to Excel, CSV & JSON in Minutes

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Convert bank statement PDFs and images into Excel, CSV, and JSON. Save time on manual data entry.

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Kimola logo
(0)

AI-powered customer feedback analysis

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AI platform that turns customer feedback into enterprise-grade market research. Collects reviews and conversations from links, files and integrations, classifies them into themes and sentiment in 30+ languages, and generates summaries, personas and reports.

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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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NLP Cloud logo
(0)

Cloud & on-prem NLP API for devs and businesses

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NLP Cloud is a cloud-based and on-premise NLP API platform serving pre-trained and custom AI models for text, speech, and code tasks.

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myocr.app logo
(0)

Cloud-based PDF & image to Excel OCR converter

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Cloud-based OCR platform converting PDFs, scanned documents, and images to editable Excel files, with batch processing and API.

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Workist logo
(0)

AI agents for order entry from inbox to ERP

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Workist is an AI agent platform that reads purchase orders, inquiries and lists of services from email, PDF, Excel or phone, validates the data against ERP master data and transfers it via API, EDI or standard connectors into SAP, Microsoft Dynamics, Sage and other ERP systems.

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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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Kognos logo
(0)

AI powered document analysis and research tool

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Kognos is an AI research assistant and document intelligence platform that converts URLs, PDFs, and documents into structured insights. It features URL-to-text processing, PDF processing with OCR for scanned files, and AI-powered summarization with adjustable detail levels. Kognos supports batch processing of multiple documents and offers project organization with varying storage capacities across subscription tiers.

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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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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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