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Top Rated Qualitative Data Analysis Software with Text analysis - Page 3

Last updated: November 2026

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93 software options

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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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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QualSights logo

Insights and Technology Platform

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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.

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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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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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SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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Lumoa logo

Go from customer feedback to action without the guesswork.

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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.

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Tableau logo

Analytics platform for teams of all sizes

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Cloud, on-premises, and desktop analytics platform offering data visualization, AI-assisted insights, and collaboration tools for.

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IBM Watson Natural Language Understanding logo

Advanced text analysis

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IBM Watson Natural Language Understanding is a natural language processing solution, which provides features such as customized insights, metadata extraction, text analytics, data categorization, high-level concept identification, and sentiment 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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Hello Customer logo

AI Voice of Customer platform for actionable insights

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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.

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Rapidminer AI Studio logo

Predictive data analytics software

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RapidMiner is a data analytics solution that offers a range of products to mine data, understand it and use it to predict outcomes. The applications is designed for data scientists and business analysts to design their data analysis processes without the need for code. RapidMiner works in any environment and with any data source, and allows you to deploy your data models on any enterprise hardware.

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Wonderflow logo

Unified Voice of the customer analytics

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Wonderflow is the simplest AI-based solution to analyze the Voice of the Customer and get insights on Ratings & Reviews.

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Sisense logo

BI & dashboard software for multiple, large data sets

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Sisense data & analytics platform makes it incredibly easy to mashup data from across your entire data landscape and transform it into powerful, actionable analytics applications that can be embedded anywhere. From startups to brands like GE, Nasdaq, & Philips, thousands of organizations use Sisense

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Aware logo

Enterprise Collaboration Security, Compliance, and Insights

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Aware is a data governance, data loss prevention, and intelligence application for businesses in all industry sectors. Key features include policy creation, metadata extractions, data captures & transfers, OCR, integrations, reporting & collaboration tools, search & filters, archiving, and more.

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InMoment logo

Customer and employee experience management software

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InMoment is a cloud-based CX software that helps midsize and large businesses collect and manage employee and customer feedback to improve brand experience.

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Keatext logo

Your most impactful improvements start here.

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

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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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Amazon Comprehend logo
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NLP-powered text analysis solution

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Amazon Comprehend is a natural language processing solution that can extract and interpret insights from text.

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Insightech logo
(0)

Understand why website users don't convert to grow revenue

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Australian Enterprise Web Analytics Software - Monitor User Journey - View Session Replays of Visitor Web Sessions - Heatmapping and Segmentation of User Data.

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Lisvo logo
(0)

Turn app reviews and feedback into actionable insights

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Lisvo unifies app store reviews and in-app feedback, using AI to uncover recurring issues, trends, and actionable insights.

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Amenity Analytics logo
(0)

Natural language processing software for the finance sector

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Amenity Analytics is a natural language processing software designed to help businesses in the finance and insurance sector transform data into actionable insights. It offers a key drivers module, which enables administrators to identify emerging risks and analyze the company's health.

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Komsai Signals logo
(0)

Cloud-based conversation intelligence for all businesses

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Cloud-based conversation intelligence platform for SMEs and enterprises in Energy, Telecom, Hotels, and E-commerce that analyzes.

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Display logo
(0)

Cloud-based user testing tool

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Display is user testing software that enables teams to validate prototypes, gather user feedback, and test ideas prior to development.

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Beagle logo
(0)

Building Data Habits For Entire Workforce on Microsoft Teams

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Numbers tell a story, but BeagleGPT answers the "what," "why," and "so what" in data, giving you the full picture for smarter data-driven decisions. Explore user experiences, identify trends, and evaluate programs - all with BeagleGPT within the MS Teams app.

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