---
title: "Best Text Mining Software 2026 | Capterra"
description: "Find the top Text Mining software of 2026 on Capterra. Based on millions of verified user reviews - compare and filter for whats important to you to find the best tools for your needs."
source_url: "https://www.capterra.com/text-mining-software/"
page_type: "category"
language: "en"
---

# Best Text Mining Software

[## Suralink](https://www.capterra.com/p/148032/Suralink/)

[4.7 (400)](https://www.capterra.com/p/148032/Suralink/reviews/)

Suralink is a fully-integrated platform that combines PBC request list management with a workpaper preparation and review solution. [Learn more about Suralink](https://www.capterra.com/p/148032/Suralink/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

89% recommend this product

[## Compulink](https://www.capterra.com/p/209707/Compulink-Healthcare-Solutions/)

[4.1 (281)](https://www.capterra.com/p/209707/Compulink-Healthcare-Solutions/reviews/)

Cloud-based practice management software that offers EHR, patient engagement, and revenue cycle tools to streamline operations. [Learn more about Compulink](https://www.capterra.com/p/209707/Compulink-Healthcare-Solutions/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## ProcessMaker](https://www.capterra.com/p/118311/ProcessMaker-BPM-Software/)

[4.5 (174)](https://www.capterra.com/p/118311/ProcessMaker-BPM-Software/reviews/)

ProcessMaker is an award-winning cloud-based, low-code intelligent process automation platform. [Learn more about ProcessMaker](https://www.capterra.com/p/118311/ProcessMaker-BPM-Software/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## Wolfram Mathematica](https://www.capterra.com/p/171048/Wolfram-Mathematica/)

[4.6 (169)](https://www.capterra.com/p/171048/Wolfram-Mathematica/reviews/)

Technical computing system that provides tools for image processing, geometry, visualization, machine learning, data mining, and more. [Learn more about Wolfram Mathematica](https://www.capterra.com/p/171048/Wolfram-Mathematica/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## Square 9](https://www.capterra.com/p/161845/Square-9/)

[4.5 (144)](https://www.capterra.com/p/161845/Square-9/reviews/)

Square 9 removes the frustration of extracting data from documents, forms, and all external sources, so you can harness the full power [Learn more about Square 9](https://www.capterra.com/p/161845/Square-9/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## ATLAS.ti](https://www.capterra.com/p/171500/ATLAS-ti/)

[4.7 (142)](https://www.capterra.com/p/171500/ATLAS-ti/reviews/)

Qualitative data analysis solution that offers tools and technology to uncover actionable insights from research data. [Learn more about ATLAS.ti](https://www.capterra.com/p/171500/ATLAS-ti/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

89% recommend this product

[## DataSnipper](https://www.capterra.com/p/10002513/DataSnipper/)

[4.7 (131)](https://www.capterra.com/p/10002513/DataSnipper/reviews/)

DataSnipper brings AI-powered Excel Agents to audit and finance, helping teams automate work in Excel and produce review-ready results. [Learn more about DataSnipper](https://www.capterra.com/p/10002513/DataSnipper/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

96% recommend this product

[## Docparser](https://www.capterra.com/p/154445/Docparser/)

[4.8 (127)](https://www.capterra.com/p/154445/Docparser/reviews/)

Docparser is the most advanced document data extraction and automation tool. Parse recurring PDFs, Word docs & scanned image files. [Learn more about Docparser](https://www.capterra.com/p/154445/Docparser/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

92% recommend this product

[## DocuWare](https://www.capterra.com/p/220466/DocuWare/)

[4.6 (120)](https://www.capterra.com/p/220466/DocuWare/reviews/)

Web-based and on-premise document management tool that boosts productivity and streamlines processing with workflow automation. [Learn more about DocuWare](https://www.capterra.com/p/220466/DocuWare/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## DiscoverText](https://www.capterra.com/p/151927/DiscoverText/)

[4.6 (111)](https://www.capterra.com/p/151927/DiscoverText/reviews/)

Web-based collaborative text analytics for academics, companies, and governments to search, filter, cluster, code and classify text. [Learn more about DiscoverText](https://www.capterra.com/p/151927/DiscoverText/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

90% recommend this product

[## Documo](https://www.capterra.com/p/197267/mFax/)

[4.8 (86)](https://www.capterra.com/p/197267/mFax/reviews/)

Designed for companies that need a scalable solution for high-volume faxing compliant with HIPAA, GLBA, SOX, & PCI. [Learn more about Documo](https://www.capterra.com/p/197267/mFax/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## VizRefra](https://www.capterra.com/p/218256/VizRefra/)

[4.8 (78)](https://www.capterra.com/p/218256/VizRefra/reviews/)

Explore Text Analytics with unique ML topic modeling in 2D/3D maps. Pre-identify topics; Experience smart 2D/3D visuals. [Learn more about VizRefra](https://www.capterra.com/p/218256/VizRefra/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## Zonka Feedback](https://www.capterra.com/p/137773/Zonka-Feedback/)

[4.8 (68)](https://www.capterra.com/p/137773/Zonka-Feedback/reviews/)

Cloud-based customer feedback platform for collecting multichannel surveys, measuring NPS, CSAT, and CES, and managing closed-loop. [Learn more about Zonka Feedback](https://www.capterra.com/p/137773/Zonka-Feedback/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## Parseur](https://www.capterra.com/p/158536/Parseur/)

[4.8 (63)](https://www.capterra.com/p/158536/Parseur/reviews/)

Parseur is the most powerful and easy-to-use AI document extraction software. [Learn more about Parseur](https://www.capterra.com/p/158536/Parseur/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## NVivo](https://www.capterra.com/p/171501/NVivo/)

[3.8 (52)](https://www.capterra.com/p/171501/NVivo/reviews/)

NVivo is the most powerful and intuitive research software for organizing, storing, analyzing and gaining insights from diverse data. [Learn more about NVivo](https://www.capterra.com/p/171501/NVivo/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## Conexiom](https://www.capterra.com/p/205134/Conexiom/)

[4.7 (44)](https://www.capterra.com/p/205134/Conexiom/reviews/)

Purpose-built AI and automation to turn emails from customers and suppliers into fast, accurate digital transactions. [Learn more about Conexiom](https://www.capterra.com/p/205134/Conexiom/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## Zyte](https://www.capterra.com/p/180165/Zyte/)

[4.4 (43)](https://www.capterra.com/p/180165/Zyte/reviews/)

Zyte is the total solution for all web scraping & data extraction projects. Extract your data at the speed of Zyte! [Learn more about Zyte](https://www.capterra.com/p/180165/Zyte/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## Lightico](https://www.capterra.com/p/164596/Lightico-CloudEngage/)

[4.8 (32)](https://www.capterra.com/p/164596/Lightico-CloudEngage/reviews/)

The simplest eSign & document completion solution for businesses that demand fast signatures, form building and document collections [Learn more about Lightico](https://www.capterra.com/p/164596/Lightico-CloudEngage/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## Ushur](https://www.capterra.com/p/205319/Ushur/)

[4.5 (31)](https://www.capterra.com/p/205319/Ushur/reviews/)

Ushur delivers the world’s first AI-powered Customer Experience Automation platform that intelligently automates customer journeys. [Learn more about Ushur](https://www.capterra.com/p/205319/Ushur/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## Algodocs](https://www.capterra.com/p/10006825/AlgoDocs/)

[4.9 (30)](https://www.capterra.com/p/10006825/AlgoDocs/reviews/)

AlgoDocs helps you automate document data extraction from PDFs, Images, Word and Excel documents. [Learn more about Algodocs](https://www.capterra.com/p/10006825/AlgoDocs/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## AIDA](https://www.capterra.com/p/197178/AIDA/)

[4.8 (30)](https://www.capterra.com/p/197178/AIDA/reviews/)

AIDA is the most advanced intelligent document process solution on the market, it learns fields extraction with a single document. [Learn more about AIDA](https://www.capterra.com/p/197178/AIDA/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## Lido](https://www.capterra.com/p/10016294/Lido/)

[4.7 (29)](https://www.capterra.com/p/10016294/Lido/reviews/)

Lido.app is an AI powered document processing platform that extracts, validates, and delivers data from any document. [Learn more about Lido](https://www.capterra.com/p/10016294/Lido/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## Mozenda](https://www.capterra.com/p/102193/Mozenda/)

[4.4 (29)](https://www.capterra.com/p/102193/Mozenda/reviews/)

#1 Web Scraping Software and Service, we turn millions of web pages into data. Trusted by 1/3 of the Fortune 500.  [Learn more about Mozenda](https://www.capterra.com/p/102193/Mozenda/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

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Taxonomy Classification

Text Analysis

[## InMoment](https://www.capterra.com/p/160599/InMoment/)

[4.3 (29)](https://www.capterra.com/p/160599/InMoment/reviews/)

Improve experiences at the intersection of value—where customer, employee, product, and market needs meet business objectives. [Learn more about InMoment](https://www.capterra.com/p/160599/InMoment/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

[## WorkHQ Platform](https://www.capterra.com/p/189183/Intelligent-Digital-Workforce-Platform/)

[4.4 (27)](https://www.capterra.com/p/189183/Intelligent-Digital-Workforce-Platform/reviews/)

SS&C Blue Prism provides agentic automation software for enterprises operating in regulated and complex environments. [Learn more about WorkHQ Platform](https://www.capterra.com/p/189183/Intelligent-Digital-Workforce-Platform/)

Text Mining features reviewers most value

AI Copilot

Data Extraction

Language Detection

Predictive Modeling

Search/Filter

Sentiment Analysis

Tagging

Taxonomy Classification

Text Analysis

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