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Top Rated Text Mining Software with Mac

Last updated: September 2026

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40 software options

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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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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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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Wolfram Mathematica logo

Simulation solution for technical computing.

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Wolfram Mathematica is a simulation solution that offers a variety of functions including natural language input, real-world data capabilities, high-powered computation, and more. The platform provides various features such as machine learning, data science, and visualization. Its intuitive interface, predictive suggestions, and rich document organization make it incredibly user-friendly.

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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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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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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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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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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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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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Amazon Textract logo
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Text Extraction with OCR

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Amazon Textract is a text extraction solution that allows users to extract text and data from documents.

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DocuSensa logo
(0)

AI-driven RFP analysis and proposal writer workflows

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Docusensa helps teams manage RFPs and bid opportunities by combining AI document analysis, Go-No-Go evaluation, and structured proposal collaboration—reducing manual effort while keeping teams in full control of reviews, decisions, and final submissions.

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PLANET AI logo

Intelligent document analysis software suite

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PLANET AI’s Intelligent Document Analysis (IDA) software suite offers comprehensive capabilities for customers with the common desire for short time-to-value automation and high-quality data capture, extraction, and understanding.

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reciTAL logo
(0)

Categorization, extraction, and search of textual data

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reciTAL is designed for companies and departments that manage a large document flow. Installed on-site or accessible in the cloud, it analyzes documents or emails to categorize them and then extracts the most important information before storing them for easy retrieval.

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Synoptix AI logo
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AI platform for automation and smart decisions

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Synoptix AI is an enterprise AI platform for scalable automation and intelligent operations. It supports multiple language models like Gemini, GPT, Mistral, Llama, and Cohere, with integrations to over 50 business apps, including Outlook, Gmail, SharePoint, and Dropbox. Features include document and email drafting, natural language search, custom agent tools, and fine-tuning for domain-specific optimization.

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i-net PDFC logo
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Intelligent Document Comparison for Business

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Intelligent document comparison software for contracts, invoices, reports, policies, and generated documents. Detect meaningful changes, verify accuracy, support compliance, and automate quality assurance across PDF, Word, image, and text files.

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Documente logo
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Cloud-based intelligent document processing for all sizes

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Cloud-based Intelligent Document Processing (IDP) solution using AI, OCR, and NLP to automate extraction, classification, and querying.

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Base64.ai logo

Intelligent Document Processing AI

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Base64.ai is a cutting-edge artificial intelligence platform that automates document processes. It understands all document types worldwide, including IDs, passports, Covid tests, vaccinations, invoices, checks, and forms.

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Affinda logo
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Harnessing AI to transform business processes

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Affinda is an AI platform for secure, scalable document automation that supports multiple languages, instant learning, and accuracy.

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OCR Studio logo
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AI-powered document recognition and data extraction tool

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OCR Studio provides an on-premise AI-driven SDK for ID document recognition and data extraction across multiple platforms. The solution supports over one hundred languages and four thousand document templates from more than two hundred fifty issuers, including passports, driver's licenses, and ID cards. Operating offline without internet connection, it ensures data security while maintaining compliance with global data protection regulations.

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KlearStack logo

Data extraction and document intelligence platform

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KlearStack AI is a state-of-the-art document processing software that enables data extraction, document classification, and data validation without any human inputs. It extracts data with accuracy to reduce the overall error rate.

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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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indico logo

Better intake. Better outcomes.

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indico is a cloud-based artificial intelligence solution, which helps businesses in finance, real estate, insurance, and other sectors manage unstructured data, document labels, process automation, and more. The platform offers various features such as metadata management, machine learning (ML), custom workflows, and keyword search.

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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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Rossum logo

AI-powered, automatic data capture for any document layout

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Rossum is a cloud-based optical character recognition (OCR) solution that helps enterprises capture data electronically using artificial intelligence (AI) technology. It enables users to extract structured/semi-structured data from multiple documents.

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