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

Last updated: September 2026

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86 software options

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
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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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Amenity Analytics logo
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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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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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Grooper logo

Intelligent Document Processing and Data Integration

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Grooper intelligent document processing provides data enrichment that embeds human comprehension into documents and other unstructured data. The solution is delivered in a collaborative consulting fashion or as a data fulfillment service.

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Display logo
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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
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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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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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DiscoverText logo

Collaborative text analytics for academics, companies & govt

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DiscoverText is a text analysis & data science software used to evaluate large amounts of unstructured free text, public comments, survey responses, and other text data through a semi-structured workflow for creating custom text classifiers using machine learning and crowd source coding

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AWAI logo
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3D visualization for AI chat analysis

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Qualitative material from conversations rather than forms. Respondents talk with the AI one-on-one from an invite link, and every conversation is regrouped by the opinion held and by the reason underneath it, so outliers and shared reasoning both stay visible. Up to 100 respondents on self-serve.

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Wootric logo

Modern customer experience and feedback management tool

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Modern Customer Experience (CX) management software. NPS, CSAT & CES micro surveys help you improve your customer journey.

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Kimola Cognitive logo
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Market research & customer insights platform

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Kimola Cognitive is a machine learning platform to analyze customer feedback. Users are able to create custom models, use gallery of pre-built models, scrape reviews and generate SWOT analysis, product descriptions, powerful marketing materials with GPT.

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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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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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Skimle logo
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Software that helps analyse and structure qualitative data

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AI-powered qualitative analysis software that systematically analyzes interviews and documents with full transparency. Unlike AI chatbots, creates structured, verifiable and defendable insights. Trusted by universities, EU governments, and consultants. 

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Me-Grow Enterprise logo
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Integrated Insights Management Platform (AI-powered)

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Me-Grow Enterprise, powered by Markelytics Solutions, is an integrated platform designed to transform how businesses engage with customers. Combining both qualitative & quantitative data through surveys, polls, & discussions, it offers a mixed-methodology approach for deeper, actionable insights.

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Semantria logo
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Text analytics and sentiment analysis

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Semantria is a text analytics and sentiment analysis app that interprets social media engagement and other customer interactions. The app pulls data from tweets and Facebook posts, as well as survey results, reviews and other business content to identify trends and provide deeper customer insight.

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Stratifyd logo
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Augmented intelligence (AI) and data analytics platform

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Stratifyd is an augmented intelligence and data analytics platform which helps businesses collect, analyze, and visualize unstructured and structured customer data in real-time. Using the AI-enabled speech analytics solution, customer care representatives can develop transcripts of call recordings.

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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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Qemotion logo
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Emotional and semantic analysis software

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Qemotion is a cloud-based semantic and emotional analysis solution designed to help businesses evaluate the opinions of employees and customers via a unifed portal. The platform includes artificial intelligence technology, which lets organizations identify customer issues, track ratings and reviews, and take appropriate measures to ensure an optimized customer experience.

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Receptiviti logo
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Software for analyzing spoken and written language

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Receptiviti analyzes spoken and written language, transcripts, email, chat, and other digital communication to generate validated psychological and behavioral measures. Its API, visual tools, and expert reports support HR, consulting, marketing, finance, and sports use cases.

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MeaningCloud logo
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Text analytics & natural language processing (NLP) software

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MeaningCloud is a text analytics software designed to help businesses across publishing, banking, insurance, healthcare, and pharmaceutical industries gain data insights into unstructured information sources. It enables employees to extract data from various document types.

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Luminoso logo
(0)

Artificial intelligence (AI)-enabled analytics software

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Luminoso is a cloud-based text analytics software designed to help businesses of all sizes upload, analyze, and visualize structured and unstructured customer insights data using artificial intelligence (AI) and natural language understanding technology. The platform includes multilingual capabilities, enabling organizations to process data in Japanese, Korean, Arabic, Chinese, and various other languages.

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unitQ logo
(0)

Understand your users in real time

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unitQ provides AI-powered insights from user feedback to help you craft high-quality products, services, and experiences. The world's best companies like Spotify, Bumble, Pinterest, Upwork, Chime, and HelloFresh rely on unitQ to drive growth, reduce churn, and build loyalty.

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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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