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Text Mining
Metadata management

Text Mining Software with Metadata Management (2026)

Last updated: March 2026

Text Mining Software Key Features

Based on 135 user opinions, we identified 6 features that are important for any product in Text Mining Software

Text Analysis
Process of extracting and classifying information from text, such as tweets, emails, product reviews, etc
Average user rating
4.8
Contextual Search
Average user rating
4.8
Summarization
Average user rating
4.7
Entity Analysis
Inspect the given text for key elements such as names of people, places and more
Average user rating
4.8
Topic Clustering
Identify topics to prioritize document research
Average user rating
4.7
Data Analysis Tools
Analyze survey results via statistical testing or crosstabs directly within the software
Average user rating
4.9

All apps

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Features

Metadata Management

Third-Party Integrations(11)

Boolean Search(8)

Data Classification(7)

Data Import/Export(12)

Integrated with

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Pricing model

Free(4)

Open Source(1)

Free Trial(8)

One Time License(1)

Subscription(10)

Devices supported

Mac(2)

iPad(1)

Android(1)

Linux(2)

Web-based(12)

iPhone(1)

Windows(6)

Organization types

Small Business(11)

Non Profit(4)

Large Enterprises(13)

Public Administrations(5)

Freelancers(4)

Mid Size Business(12)

User rating

All Reviews

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13 software options

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DiscoverText

4.6

(111)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Displayr

4.8

(21)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

The all-in-one analysis and reporting software.

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Displayr is an AI-powered, all-in-one platform tailored for market researchers. Streamline analysis, create dynamic reports, and deliver real-time insights with ease. Unlock smarter insights today!

Chattermill

4.5

(25)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Thematic

4.9

(15)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Caseboard

4.9

(13)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Centralpoint

4.6

(9)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Enterpret

4.8

(6)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

Gavagai

4.3

(3)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

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.

EchoVera Intelligent OCR

4.5

(2)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

OCR software that extracts data from electronic invoices

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Intelligent OCR is an optical character recognition solution for business of all sizes that can scan documents and emails to capture relevant data from document formats such as PDF, XML, EDL, Microsoft Word, TIFF, JPEG, HTLM, and more.

Read more about EchoVera Intelligent OCR

Users also considered

Accern

5.0

(1)

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

No-Code NLP

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The Accern NoCodeNLP Platform empowers citizen data scientists to extract insights from unstructured data.

unitQ

(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.

iFinder

(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.

Kognos

(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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