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Qualitative Data Analysis Software with Sentiment Analysis (2026)

Last updated: March 2026

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56 software options

Marvin logo

Marvin

The customer insights platform for modern teams.

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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.

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Tableau logo
Category Leaders

Visual analytics platform for data exploration

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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.

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Hotjar logo
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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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XM for Strategy & Research logo
Category Leaders

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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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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Sonix logo

Sonix is the world's most accurate AI transcription platform

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Sonix is the world's most accurate AI transcription platform. Fast, accurate, secure.

Millions of users from all over the world use Sonix to transcribe, translate, and analyze their data.

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ATLAS.ti logo
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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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Smartlook logo
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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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Dovetail logo

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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Zonka Feedback logo

Turn feedback into intelligence, action, and growth

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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.

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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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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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JMP logo

Statistical tools for data analysis and discovery

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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.

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UpMetrics logo

Discover a smarter approach to impact reporting.

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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.

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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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KPI6 logo

Powerful and immediate consumer insights.

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KP16 is a market research solution that provides features such as customer segmentation, benchmarking, conditional logic, panel management, real time data, customizable templates, statistical analysis, and visual analytics.

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Chattermill logo

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.

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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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NVivo logo

Data analysis software for businesses and nonprofits

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NVivo is a data analysis software, which helps businesses in the education, healthcare, non-profit, public, and other sectors organize, store, or evaluate qualitative data and manage cloud-based collaboration and automated transcription processes.

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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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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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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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evasys logo

Cloud-based feedback automation platform

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evasys is a cloud-based feedback automation platform that helps businesses automate survey processes, including creation, execution and result analysis.

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LivingLens logo

Video intelligence for data collection & insight creation

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LivingLens video intelligence platform harnesses usable data from video content for brands and agencies. The software translates human behavior by capturing and analyzing video content via speech, actions, and sentiment to generate actionable insight for decision making.

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CallFinder logo

Speech analytics tool for small to midsize businesses

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CallFinder® is the leading provider of managed cloud-based SaaS speech analytics, automated call scoring, and speech-to-text transcription with conversational insights, such as sentiment and emotion detection.

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