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Top Rated Qualitative Data Analysis Software with Small business - Page 3

Last updated: September 2026

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70 software options

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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MLY logo

Cloud-based comment analysis system

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BlueML is a comment analysis system designed to help businesses gain in-depth analysis of open text comments in real-time. It enables professionals to optimize workflows, analyze comments based on students' and employees’ journeys, and gain insights into overall sentiments of employee and student comments, ranging from negative to positive, neutral, and ambiguous.

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Skimle logo

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

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

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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EthOS logo

Great Experiences Start With Great Research

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EthOS brings companies closer to their customers by capturing experiences as they happen through videos, pictures, screen recordings, and text. This rich contextual data gives organizations a deeper understanding of their customers’ real-world experiences.

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Lettria logo

Document intelligence platform for regulated industries

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Cloud, VPC, and on-premises document intelligence platform for regulated enterprises, converting unstructured documents into.

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Receptiviti logo

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

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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Flywheel logo

Flywheel. The Medical Imaging Data and AI Platform.

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Flywheel is a transformative medical imaging and data management platform powering the next wave of healthcare innovation. By alleviating the massive task of data management, Flywheel accelerates scientific collaboration and enables machine learning

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unitQ logo

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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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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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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The CAP logo

Software for managing proposals and compliance

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The CAP is a proposal management software designed to help businesses in Legal, government contracting, IT, finance, and other industries manage the entire proposal process from creation to editing, shredding, and sharing via a unified portal. The platform includes a built-in proposal builder, which enables users to add multiple workgroups, define proposal outlines, and add, edit, or remove custom sections and sub-sections.

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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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parse logo

Cloud-based professional network for all business sizes

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parse is a cloud-based professional networking platform offering job search, recruiting, B2B marketing, sales prospecting, and online.

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Lattice logo

Structure Meaning. Foreground Mechanisms.

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Free and open-source qualitative data analysis software for coding textual data, retrieving coded segments, and analysing patterns.

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Surveytagger logo

Feedback Text Categorizer

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Surveytagger takes in customer comments in an Excel file and tags the comments with topic and sentiment. Results are presented in a dashboard with drill-down capability and Excel exports. Surveytagger works in ten languages: Danish, Dutch, English, Finnish, French, German, Italian, Norwegian, Spanish and Swedish.

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Altair 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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InfoNgen logo

AI-enabled enterprise search, text & sentiment analysis tool

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InfoNgen is an artificial intelligence (AI)-enabled software designed to help businesses in life sciences, manufacturing, retail, insurance, and other industries streamline enterprise search operations and conduct text and sentiment analysis. It enables employees to find and analyze critical information from structured and unstructured data and share them with team members.

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