getapp-logo

App comparison

Add up to 4 apps below to see how they compare. You can also use the "Compare" buttons while browsing.

Software categoriesBlog & researchAbout us

GetApp offers objective, independent research and verified user reviews. We may earn a referral fee when you visit a vendor through our links. 

Text Mining Software with Commenting/Notes (2026)

Last updated: March 2026

Filter results

Features

Integrated with

No filters available

Pricing model

Devices supported

Organization types

User rating

14 software options

DiscoverText logo

Collaborative text analytics for academics, companies & govt

learn more
DiscoverText supports advanced search, metadata filtering, de-duplication, clustering, human coding, and the development of custom machine-learning classifiers.

Read more about DiscoverText

Users also considered
Zonka Feedback logo

Turn feedback into intelligence, action, and growth

learn more
Zonka Feedback is an AI-powered Customer Feedback & Intelligence platform to collect, analyze, and act on customer feedback—improving experiences, boosting loyalty, and driving business growth.

Read more about Zonka Feedback

Users also considered
Netigate logo

Manage and analyse feedback from customers and employees

learn more
Uncover insights from open-ended feedback using AI-powered text mining. Spot trends and sentiment fast, without manual analysis.

Read more about Netigate

Users also considered
Chattermill logo

Customer feedback analysis software

learn more
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.

Read more about Chattermill

Users also considered
Thematic logo

AI-powered customer feedback analysis

learn more
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.

Read more about Thematic

Users also considered
Caseboard logo

A software solution for database integration and analysis

learn more
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.

Read more about Caseboard

Users also considered
Cauliflower logo

Turn open feedback into insights—fast, smart, and scalable.

learn more
Cauliflower is an AI-powered platform for analyzing open-ended survey responses, reviews, and qualitative feedback. It offers topic detection, sentiment and driver analysis, multilingual support, dashboards, and API access—ideal for research and CX teams seeking scalable text analytics.

Read more about Cauliflower

Users also considered
Lumoa logo

Go from customer feedback to action without the guesswork.

learn more
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.

Read more about Lumoa

Users also considered
Centralpoint logo

Digital experience platform & content management solution

learn more
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.

Read more about Centralpoint

Users also considered
Keatext logo

Your most impactful improvements start here.

learn more
Keatext is a text analytics solution that delivers AI-based recommendations and ready-to-share reports leveraging GPT to improve customer experience.

Read more about Keatext

Users also considered
licili logo

AI-powered text analysis tool for customer feedback

learn more
licili is an AI-powered text analysis tool that maximizes the value of customer feedback. It features advanced analyses like topic, driver, context, sentiment, and relevance to deeply understand customer preferences. With an intuitive interface and seamless integrations, Licili is essential for enhancing customer satisfaction, solidifying market presence, and fostering product innovation.

Read more about licili

Users also considered
Surveytagger logo

Feedback Text Categorizer

learn more
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.

Read more about Surveytagger

Users also considered
Kimola Cognitive logo
(0)

Market research & customer insights platform

learn more
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.

Read more about Kimola Cognitive

Users also considered
Kognos logo
(0)

AI powered document analysis and research tool

learn more
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.

Read more about Kognos

Users also considered