getapp-logo

App comparison

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

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

Qualitative Data Analysis Software with Categorization/Grouping (2026)

Last updated: March 2026

Why is categorization/grouping important for qualitative data analysis software users?

Based on GetApp's analysis of verified user reviews collected between July 2021 and August 2024.

Categorization and grouping facilitate the organization of qualitative data, making it easier to identify themes, trends, and relationships. This streamlines analysis, improves data coherence, and enhances the overall efficiency of the research process. Of the 127 reviewers who rated categorization/grouping, 94% rated this feature as important or highly important.

Key features of qualitative data analysis software based on insights from 425 verified reviews

  • Data Coding: Reviewers highlight the ease and flexibility of data coding, with features for tagging, adding, removing, and merging codes, which streamline the analysis process. 97% of reviewers rated this feature as important or highly important.
  • Data Import/Export: Users appreciate the intuitive and flexible import/export functions, supporting various formats and enabling seamless data handling and reporting. 96% of reviewers rated this feature as important or highly important.
  • Search/Filter: The search and filter functions are praised for their efficiency in locating specific data points and aiding thematic analysis. 93% of reviewers rated this feature as important or highly important.
  • Data Visualization: Users find data visualization tools helpful for analyzing and presenting data, with various graphical options that enhance understanding and reporting. 91% of reviewers rated this feature as important or highly important.
  • Qualitative Comparative Analysis: Reviewers appreciate the ability to compare and analyze data efficiently, with features that support coding, thematic development, and quantitative integration. 91% of reviewers rated this feature as important or highly important.
1 filter applied

Features


Integrated with


Pricing model


Devices supported


Organization types


User rating


35 software options

Marvin logo

The customer insights platform for modern teams.

visit website
Qualitative data analysis platform & research repository for product teams, consultants, startups, designers and researchers. We help you make sense of your user interviews and turn them into actionable insights.

Read more about Marvin

Users also considered
Tableau logo
Category Leaders

Visual analytics platform for data exploration

learn more
Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionality for building interactive dashboards. It features AI-based analytics capabilities, integration with Salesforce CRM, and supports visual storytelling and collaboration across organizations.

Read more about Tableau

Users also considered
XM for Strategy & Research logo
Category Leaders

Customer insights & brand research survey management tool

learn more
Get the data you need to make the most important decisions. Stats iQ enables everyone, from beginners to expert analysts, to uncover meaning in data, identify trends, and produce predictive models without spending days in SPSS or Excel - no training required.

Read more about XM for Strategy & Research

Users also considered
Delve logo
Category Leaders

Qualitative analysis solution for research projects

learn more
Delve is a qualitative data analysis platform that helps ethnographic researchers, focus groups, and social scientists perform analysis for research projects and interview transcripts. Users can code sentences, phrases, or paragraphs from submitted transcripts and categorize highlighted quotes.

Read more about Delve

Users also considered
ATLAS.ti logo
Category Leaders

Qualitative data analysis for text, graphical, audio & video

learn more
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.

Read more about ATLAS.ti

Users also considered
Dovetail logo

AI-native operating system for customer intelligence.

learn more
Dovetail is the AI-native customer intelligence platform that provides a single system of record for transforming customer interactions into actionable insights. It allows product, design, and engineering teams to centralize unstructured data, drive understanding, and accelerate decision-making.

Read more about Dovetail

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
Fullstory logo

Every data point has a story to tell

learn more
Fullstory surfaces the sentiment between clicks so enterprises can create better products and experiences that win lifelong loyalty.

Read more about Fullstory

Users also considered
Indeemo logo

AI powered, in-the-moment Video Research Platform.

learn more
AI Powered end-to-end Video Research platform for understanding People, Products, Purchases and Experiences, deeper and at scale.

Read more about Indeemo

Users also considered
Sigma Computing logo

Collaborative business intelligence and data analytics tool

learn more
Sigma is an award-winning modern business intelligence (BI) and analytics platform purpose-built for the cloud. It features a familiar spreadsheet-like interface which delivers the full power of SQL into the hands of any user while keeping data fresh and secure within cloud data warehouses.

Read more about Sigma Computing

Users also considered
JMP logo

Statistical tools for data analysis and discovery

learn more
JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

Read more about JMP

Users also considered
UpMetrics logo

Discover a smarter approach to impact reporting.

learn more
UpMetrics supports the complete impact reporting lifecycle for foundations, impact investors, and nonprofits. Less time on manual workflows. Better data quality. More confident fundraising. All in one purpose-built platform.

Read more about UpMetrics

Users also considered
Clootrack logo

Intelligent CX Analytics to understand why your NPS drops

learn more
Intelligent CX Analytics to understand why your NPS drops

Read more about Clootrack

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
EnjoyHQ logo

User research repository platform for UX teams

learn more
EnjoyHQ is a cloud-based research repository platform designed to help organizations centralize and share UX research data with stakeholders & team members. Key features include user management, a collaborative workspace, app review translations, customer segmentation, and sentiment analysis.

Read more about EnjoyHQ

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
Quirkos logo

Qualitative analysis software

learn more
Quirkos makes qualitative coding and analysis simple and intuitive, with a visual and colorful interface. Users are able to tag and code their data with bubbles, and use visual outputs and tools to see trends and patterns in their qualitative text data.

Read more about Quirkos

Users also considered
Apteco FastStats logo

Data analysis platform

learn more
Apteco FastStats is data analysis software that enables users to organize and understand their customer data to deliver high performing marketing campaigns. It allows users to explore their data in greater detail than ever before through analysis and visualization tools. FastStats also provides the ability to create customer segments directly from charts and visualizations to improve engagement.

Read more about Apteco FastStats

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
Userbit logo

Research repository for UX design & product teams.

learn more
Collaborative user experience research platform that helps UX and product teams organize their data and extract actionable insights.

Read more about Userbit

Users also considered
Optimal Workshop logo

Build products users love.

learn more
Transform user research into actionable insights with Optimal. Upload interviews and videos and let AI automatically surface key themes, insights, and highlight reels. Dig deeper with AI chat. Capture transcripts and notes, conduct affinity mapping, tag data, and uncover key user needs.

Read more about Optimal Workshop

Users also considered
Hello Customer logo

AI Voice of Customer platform for actionable insights

learn more
Hello Customer is an AI-powered Voice of Customer platform that helps companies understand customer feedback at scale. Automatically detect sentiment, categorize feedback, and identify the drivers behind NPS and CSAT to prioritize improvements and improve customer experience.

Read more about Hello Customer

Users also considered
BoltChatAI logo

AI-powered, fully automated qualitative research platform.

learn more
BoltChatAI offers an AI-powered platform that conducts qualitative research through automated conversations. It provides in-depth interviews, sentiment analysis, and comprehensive reports within 24 hours, targeting specific audience demographics to help businesses obtain actionable consumer insights.

Read more about BoltChatAI

Users also considered
QualSights logo

Insights and Technology Platform

learn more
QualSights enables brands to gain deep, authentic consumer insights worldwide, quickly and cost-effectively. Using proprietary tech, businesses collect real-time feedback by remotely observing and engaging consumers in their natural environments.

Read more about QualSights

Users also considered