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Top Rated Qualitative Data Analysis Software with Text analysis

Last updated: November 2026

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93 software options

Looker logo

BI platform for data exploration & analytics

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Looker is an enterprise platform for business intelligence, data applications, and embedded analytics, enabling real-time exploration and sharing of insights. It features a universal semantic modeling layer for unified, governed data, conversational analytics with Gemini for natural language queries, and capabilities for embedding interactive dashboards into applications. Looker integrates with Google Cloud and BigQuery, offering an API-first architecture for custom data experiences.

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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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Marvin logo

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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Delve logo

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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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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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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Qualtrics Market 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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VizRefra logo

Cloud-based text analysis and content management software

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VizRefra is a web-based text mining and analysis tool that provides business managers with AI tools for text intelligence operations. Key attributes include graphical data representation, summarization, tagging, text analysis, topic clustering, sentiment analysis, and predictive modeling.

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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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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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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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Zonka Feedback logo

Cloud-based CX feedback & AI analytics platform

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Zonka Feedback is a cloud-based CX feedback and AI analytics platform for SMBs to enterprises, offering multichannel surveys.

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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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Olvy logo

Manage your User Feedback like a Pro

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Olvy is a customer experience tool that helps businesses track and handle customer feedback, users’ needs, and helps you complete the loop with them once you’ve shipped something they asked for.

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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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Cauliflower logo

The AI-native insights platform for market research.

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Cauliflower is an AI-native insights platform for market research teams and agencies. It unifies survey data prep, quantitative analysis, open-ended text analytics, dashboards, and native PowerPoint reporting in one workflow, from SPSS/CSV data to finished presentation.

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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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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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XLSTAT logo

XLSTAT | Statistical Software for Microsoft Excel

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The leading data analysis and statistical solution for Microsoft EXCEL®

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Displayr logo

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!

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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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Bytesview logo

Extracting insights from unstructred data

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BytesView Analytics is a powerful AI-based platform for text analysis that provides businesses with valuable insights to optimize their online performance.

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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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Idiomatic logo

Use data to turn feedback into features with confidence.

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Idiomatic is the only customer feedback analytics solution that takes the time to train custom models on custom training data from each individual client we work with.

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Deep Talk logo

Customer and employee feedback analysis platform

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Easily analyze feedback from various sources such as reviews, chats, emails, surveys, and more to gain a better understanding of your customers and employees.

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