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Top Rated Qualitative Data Analysis Software with User stories

Last updated: May 2026

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39 software options

Dovetail logo

Dovetail

AI-native operating system for customer intelligence.

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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.

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Marvin logo

Marvin

The customer insights platform for modern teams.

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Marvin is the #1 AI-native customer insights platform that turns scattered customer knowledge into shared understanding the whole company can act on.

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LiveSession logo

LiveSession

LiveSession: Product Analytics, But Simple

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LiveSession: Product analytics but simple. Blend quantitative and qualitative data for better product decisions.

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Delve logo

Delve

Qualitative analysis solution for research projects

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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.

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SurveyLab logo

Survey software and questionnaire tool

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SurveyLab is professional online survey software for any size of business, non-government organizations and professionals. SurveyLab is an online survey tool that facilitates custom survey creation, automates the response collection process, and provides real-time reporting and analytics.

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XM for Strategy & Research logo

Customer insights & brand research survey management tool

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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.

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Clootrack logo

Intelligent CX Analytics to understand why your NPS drops

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Intelligent CX Analytics to understand why your NPS drops

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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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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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Smartlook logo

Qualitative analytics for websites and mobile apps

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Smarlook is a qualitative analytics solution for websites & mobile apps with always-on recordings, heatmaps, automatic event, & funnels

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AddMaple logo

The fastest way to explore and visualize your raw data

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AddMaple is a data exploration tool that enables users to analyze and gain insights from data. It empowers users to unlock the true potential of data without the need for complex coding or spreadsheet manipulation.

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Cauliflower logo

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

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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.

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Indeemo logo

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

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

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Condens logo

Store, structure, analyze and share UX research data

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Condens is a user research repository that streamlines the analysis process of user research. The platform allows UX and product teams to easily store, organize, and analyze user research data and share insights across the organization.

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EnjoyHQ logo

User research repository platform for UX teams

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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.

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Userbit logo

Research repository for UX design & product teams.

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

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Qloo logo

Cloud-based AI personalization tool for consumer preferences

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Qloo is a cloud-based AI platform that helps businesses predict and personalize customer preferences and maintain data privacy.

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Fullstory logo

Every data point has a story to tell

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

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WebMaxy Analyzer logo

User behavior analytics and survey tool

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WebMaxy Analyzer is a user behavior analytics software that can help you understand your user behavior patterns. It has various features, such as session recordings, heatmaps, scroll maps, survey and feedback forms, form analytics, and funnel view.

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Advize logo

Customer feedback analysis & customer experience automation

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Advize is a cloud-based customer feedback analysis & experience automation solution which allows users to combine voice of the customer (VoC) feedback from across the customer journey, identify themes & customer sentiments, & combine reach, loyalty & satisfaction scores to prioritize impact drivers

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Quirkos logo

Qualitative analysis software

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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.

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Hotjar logo

Digital experience insights for any business selling online

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Combine insights from on-site feedback, user interviews, or expert-built surveys to deeply understand your users. Hotjar is all the tools and data you need to truly understand your users’ behavior and create engaging experiences that drive results.

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Remesh logo

AI-powered market research platform

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Remesh is a cloud-based feedback platform which employs machine learning to engage customers in conversation & collect, analyze & present responses in real-time

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Optimal Workshop logo

Build products users love.

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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.

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Pendo logo

Product usage & behavior data capture

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Pendo is a product experience platform for teams to capture product usage data and behavior, gather feedback, and influence behavior with in-app messaging

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