# Best Qualitative Data Analysis Software - 2026 Reviews & Pricing > Find the best Qualitative Data Analysis Software for your organization. Compare top Qualitative Data Analysis Software systems with customer reviews, pricing, and free demos. Source: https://www.softwareadvice.com/ca/qualitative-data-analysis --- [Home](https://www.softwareadvice.com/) / Qualitative Data Analysis Software Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee. # Best Qualitative Data Analysis Software of 2026 Updated June 17, 2026 Written by [Barkha Bali](https://www.softwareadvice.com/resources/author/bbali/) Senior Writer Edited by [Stephanie Sandoval](https://www.softwareadvice.com/resources/author/stephanie-sandoval/) Content Editor On this page 1. Popular Comparisons 2. Buyers Guide 3. Related Software Filter products 91 results ### Compare Products Showing 1 - 25 of 91 products #### Company Size - Self-Employed - 2-10 - 11-50 - 51-200 - 201-500 - 501-1000 - 1000+ #### Pricing Options - $$$$$ - $$$$$ - $$$$$ - $$$$$ - $$$$$ ### Compare Products Sort by **Sponsored**: Sorts listings by software vendors running active bidding campaigns, from the highest to lowest bid. Vendors who have paid for placement have a ‘Visit Website’ button, whereas unpaid vendors have a ‘Learn More’ button. **Reviews**: Sorts listings by the number of user reviews we have published, greatest to least. **Average Rating**: Sorts listings by overall star rating based on user reviews, highest to lowest. **Alphabetically (A-Z)**: Sorts listings by product name from A to Z. Delve is an online collaborative solution that helps businesses code and analyze qualitative data. It allows users to utilize va...[Read more about Delve](https://www.softwareadvice.com/qualitative-data-analysis/delve-profile/) **4.9** ([200 reviews](https://www.softwareadvice.com/qualitative-data-analysis/delve-profile/reviews/)) Free trial Free version Delve's Best Rated Features 5.0Reporting & Statistics See All Delve's Worst Rated Features 4.55Multi-Language See All [Sonix](https://www.softwareadvice.com/ai-marketing-tools/sonix-profile/) Sonix is the world's most accurate AI transcription platform. Fast, accurate, secure. Millions of users from all over the world...[Read more about Sonix](https://www.softwareadvice.com/ai-marketing-tools/sonix-profile/) **4.9** ([141 reviews](https://www.softwareadvice.com/ai-marketing-tools/sonix-profile/reviews/)) Free trial Free version Integrations Integrations Google Drive Dropbox Business +16 more +15 more +14 more Sonix 's Best Rated Features 5.0File Sharing See All Sonix 's Worst Rated Features Third-Party Integrations See All [SurveyLab](https://www.softwareadvice.com/survey/surveylab-profile/) SurveyLab is a cloud-based survey solution that caters to businesses of all sizes across various industries. It enables users to...[Read more about SurveyLab](https://www.softwareadvice.com/survey/surveylab-profile/) **4.9** ([62 reviews](https://www.softwareadvice.com/survey/surveylab-profile/reviews/)) Free trial Free version Integrations Integrations Dropbox Business Mailchimp +15 more +14 more +13 more SurveyLab's Best Rated Features 5.0Benchmarking See All SurveyLab's Worst Rated Features Real-Time Data See All [Microsoft Clarity](https://www.softwareadvice.com/qualitative-data-analysis/microsoft-clarity-profile/) Microsoft Clarity is a tool that captures how visitors interact with websites. It is free, easy to use, and can be set up quickl...[Read more about Microsoft Clarity](https://www.softwareadvice.com/qualitative-data-analysis/microsoft-clarity-profile/) **4.8** ([56 reviews](https://www.softwareadvice.com/qualitative-data-analysis/microsoft-clarity-profile/reviews/)) Free trial Free version Integrations Integrations WordPress Google Analytics 360 +10 more +9 more +8 more Microsoft Clarity's Best Rated Features 5.0Website Analytics See All Microsoft Clarity's Worst Rated Features Social Media Integration See All [XM for Strategy & Research](https://www.softwareadvice.com/survey/strategy-and-research-profile/) XM for Strategy & Research is a cloud-based platform designed to help organizations generate sales insights and optimize product...[Read more about XM for Strategy & Research](https://www.softwareadvice.com/survey/strategy-and-research-profile/) **4.7** ([426 reviews](https://www.softwareadvice.com/survey/strategy-and-research-profile/reviews/)) Free trial Free version Integrations Integrations Salesforce Sales Cloud Grade.us +35 more +34 more +33 more XM for Strategy & Research's Best Rated Features 5.0Survey/Poll Management See All XM for Strategy & Research's Worst Rated Features Market Data Analysis See All [Make Opinion](https://www.softwareadvice.com/qualitative-data-analysis/make-opinion-profile/) MakeOpinion is a market research platform that bridges the gap between companies and their customers around the world. The platf...[Read more about Make Opinion](https://www.softwareadvice.com/qualitative-data-analysis/make-opinion-profile/) **4.8** ([65 reviews](https://www.softwareadvice.com/qualitative-data-analysis/make-opinion-profile/#reviews)) Free trial Free version Make Opinion's Best Rated Features 5.0Feedback Management See All Make Opinion's Worst Rated Features 3.0Support Audio/Images/Video See All [Clootrack](https://www.softwareadvice.com/customer-satisfaction/clootrack-profile/) Clootrack is an intelligent customer experience analytics platform that helps D2C brands understand the reasons why CX scores li...[Read more about Clootrack](https://www.softwareadvice.com/customer-satisfaction/clootrack-profile/) **5.0** ([16 reviews](https://www.softwareadvice.com/customer-satisfaction/clootrack-profile/#reviews)) Free trial Free version Integrations Integrations SurveyMonkey Jotform +14 more +13 more +12 more Clootrack's Best Rated Features 5.0Sentiment Analysis See All Clootrack's Worst Rated Features 3.0Natural Language Processing See All [UpMetrics](https://www.softwareadvice.com/product/242671-UpMetrics/) Impact reporting doesn't have to be a headache. UpMetrics is a purpose-built platform that supports the complete impact data l...[Read more about UpMetrics](https://www.softwareadvice.com/product/242671-UpMetrics/) **4.8** ([36 reviews](https://www.softwareadvice.com/product/242671-UpMetrics/reviews/)) Free trial Free version Integrations Integrations Fluxx Grantmaker +0 more +0 more +0 more UpMetrics's Best Rated Features 5.0Reporting/Analytics See All UpMetrics's Worst Rated Features 3.0Data Coding See All [Zonka Feedback](https://www.softwareadvice.com/market-research/zonka-feedback-profile/) Zonka Feedback is an AI-powered Customer Feedback & Intelligence Platform that helps businesses capture, analyze, and act on fee...[Read more about Zonka Feedback](https://www.softwareadvice.com/market-research/zonka-feedback-profile/) **4.8** ([68 reviews](https://www.softwareadvice.com/market-research/zonka-feedback-profile/reviews/)) Free trial Free version Integrations Integrations Slack Meta for Business +9 more +8 more +7 more Zonka Feedback's Best Rated Features 5.0Question Branching See All Zonka Feedback's Worst Rated Features Access Controls/Permissions See All [ATLAS.ti](https://www.softwareadvice.com/bi/atlas-ti-profile/) ATLAS.ti facilitates analysis of any kind of qualitative data, including text, images, videos, audio, survey responses, geo-data...[Read more about ATLAS.ti](https://www.softwareadvice.com/bi/atlas-ti-profile/) **4.7** ([142 reviews](https://www.softwareadvice.com/bi/atlas-ti-profile/reviews/)) Free trial Free version ATLAS.ti's Best Rated Features 5.0Customizable Reports See All ATLAS.ti's Worst Rated Features 3.50Computer Assisted Coding See All [Phocas](https://www.softwareadvice.com/bi/phocas-profile/) Phocas is a SaaS platform designed to help mid-market businesses in manufacturing, wholesale distribution, and retail make data-...[Read more about Phocas](https://www.softwareadvice.com/bi/phocas-profile/) **4.7** ([134 reviews](https://www.softwareadvice.com/bi/phocas-profile/reviews/)) Free trial Free version Integrations Integrations HubSpot Marketing Hub Dynamics 365 +42 more +41 more +40 more Phocas's Best Rated Features 5.0Key Performance Indicators See All Phocas's Worst Rated Features API See All [Thematic](https://www.softwareadvice.com/qualitative-data-analysis/thematic-profile/) Thematic is a text analytics solution that helps enterprises collect and analyze customer feedback from various sources using ar...[Read more about Thematic](https://www.softwareadvice.com/qualitative-data-analysis/thematic-profile/) **4.9** ([15 reviews](https://www.softwareadvice.com/qualitative-data-analysis/thematic-profile/reviews/)) Free trial Free version Integrations Integrations Alchemer AskNicely +22 more +21 more +20 more [Recollective](https://www.softwareadvice.com/qualitative-data-analysis/recollective-profile/) Recollective is a qualitative data analysis software that helps businesses gain insights into collected data to spot trends and ...[Read more about Recollective](https://www.softwareadvice.com/qualitative-data-analysis/recollective-profile/) **4.7** ([58 reviews](https://www.softwareadvice.com/qualitative-data-analysis/recollective-profile/reviews/)) Free trial Free version Recollective's Best Rated Features 4.0Panel Management See All Recollective's Worst Rated Features 4.0Data Import/Export See All [XLSTAT](https://www.softwareadvice.com/bi/xlstat-profile/) XLSTAT provides a multitude of functionality to help companies generate analysis from data according to needs. It works through ...[Read more about XLSTAT](https://www.softwareadvice.com/bi/xlstat-profile/) **4.7** ([398 reviews](https://www.softwareadvice.com/bi/xlstat-profile/reviews/)) Free trial Free version Integrations Integrations Microsoft Excel +0 more +0 more +0 more XLSTAT's Best Rated Features 5.0ML Algorithm Library See All XLSTAT's Worst Rated Features 4.0Text Analysis See All [Smartlook](https://www.softwareadvice.com/product-analytics/smartlook-profile/) Smartlook is a cloud- and mobile-based quantitative analytics solution that helps businesses of all sizes with user behavior and...[Read more about Smartlook](https://www.softwareadvice.com/product-analytics/smartlook-profile/) **4.7** ([136 reviews](https://www.softwareadvice.com/product-analytics/smartlook-profile/reviews/)) Free trial Free version Integrations Integrations Shopify Squarespace +20 more +19 more +18 more Smartlook's Best Rated Features 5.0Collaboration Tools See All Smartlook's Worst Rated Features Audit Trail See All [AddMaple](https://www.softwareadvice.com/product/515823-AddMaple/) AddMaple creates instant chart dashboards that let users analyze survey data visually. It also helps conduct AI-enabled thematic...[Read more about AddMaple](https://www.softwareadvice.com/product/515823-AddMaple/) **4.9** ([12 reviews](https://www.softwareadvice.com/product/515823-AddMaple/reviews/)) Free trial Free version Integrations Integrations SurveyMonkey Airtable +7 more +6 more +5 more AddMaple's Best Rated Features 5.0Search/Filter See All AddMaple's Worst Rated Features Sentiment Analysis See All [Cauliflower](https://www.softwareadvice.com/qualitative-data-analysis/cauliflower-profile/) Cauliflower – AI-Powered Text Analytics for Research, CX, and UX Teams Cauliflower is an AI-driven platform designed to help re...[Read more about Cauliflower](https://www.softwareadvice.com/qualitative-data-analysis/cauliflower-profile/) **4.9** ([12 reviews](https://www.softwareadvice.com/qualitative-data-analysis/cauliflower-profile/reviews/)) Free trial Free version Integrations Integrations Google Translate DeepL Pro +1 more +0 more +0 more Cauliflower's Best Rated Features 5.0Categorization/Grouping See All Cauliflower's Worst Rated Features 4.0Data Visualization See All [Dovetail](https://www.softwareadvice.com/product/345899-Dovetail/) Dovetail is the AI-native customer intelligence platform that provides a single system of record for transforming customer inter...[Read more about Dovetail](https://www.softwareadvice.com/product/345899-Dovetail/) **4.6** ([97 reviews](https://www.softwareadvice.com/product/345899-Dovetail/reviews/)) Free trial Free version Integrations Integrations Dropbox Business Intercom +29 more +28 more +27 more Dovetail's Best Rated Features 5.0For Websites See All Dovetail's Worst Rated Features Monitoring See All [Indeemo](https://www.softwareadvice.com/qualitative-data-analysis/indeemo-profile/) AI-Powered, In-the-Moment Video Research: Indeemo is an end-to-end platform that helps MR, UX, and CX teams capture real-world i...[Read more about Indeemo](https://www.softwareadvice.com/qualitative-data-analysis/indeemo-profile/) **4.8** ([46 reviews](https://www.softwareadvice.com/qualitative-data-analysis/indeemo-profile/reviews/)) Free trial Free version Integrations Integrations Google Meet Microsoft Teams +3 more +2 more +1 more Indeemo's Best Rated Features 5.0Customer Experience Management See All Indeemo's Worst Rated Features Multi-Channel Distribution See All [EnjoyHQ](https://www.softwareadvice.com/customer-experience/enjoyhq-profile/) EnjoyHQ enables organizations of all sizes to centralize and share customer experience data with stakeholders & team members. By...[Read more about EnjoyHQ](https://www.softwareadvice.com/customer-experience/enjoyhq-profile/) **4.8** ([14 reviews](https://www.softwareadvice.com/customer-experience/enjoyhq-profile/reviews/)) Free trial Free version Integrations Integrations Trello Salesforce Sales Cloud +18 more +17 more +16 more EnjoyHQ's Best Rated Features 5.0Negative Feedback Management See All EnjoyHQ's Worst Rated Features 1.0Idea Management See All [ARCS](https://www.softwareadvice.com/qualitative-data-analysis/arcs-profile/) ARCS is a cloud-based panel management solution that helps research institutions schedule study sessions, manage participants an...[Read more about ARCS](https://www.softwareadvice.com/qualitative-data-analysis/arcs-profile/) **5.0** ([5 reviews](https://www.softwareadvice.com/qualitative-data-analysis/arcs-profile/#reviews)) Free trial Free version Integrations Integrations Docusign Twilio +1 more +0 more +0 more ARCS's Best Rated Features 5.0Data Storage Management See All ARCS's Worst Rated Features 2.0Access Controls/Permissions See All [Userbit](https://www.softwareadvice.com/ux/userbit-profile/) Userbit is an all-in-one UX research platform designed for small businesses, startups, and agencies. The platform allows users t...[Read more about Userbit](https://www.softwareadvice.com/ux/userbit-profile/) **5.0** ([5 reviews](https://www.softwareadvice.com/ux/userbit-profile/#reviews)) Free trial Free version Userbit's Best Rated Features 5.0Visual Analytics See All Userbit's Worst Rated Features 5.0Visual Analytics See All [Marvin](https://www.softwareadvice.com/qualitative-data-analysis/marvin-profile/) Marvin is the AI-native customer insights platform that turns scattered customer knowledge into shared understanding the whole c...[Read more about Marvin](https://www.softwareadvice.com/qualitative-data-analysis/marvin-profile/) **4.8** ([12 reviews](https://www.softwareadvice.com/qualitative-data-analysis/marvin-profile/reviews/)) Free trial Free version Integrations Integrations Jira Microsoft SharePoint +19 more +18 more +17 more Marvin's Best Rated Features 5.0Drag & Drop See All Marvin's Worst Rated Features 3.0Single Sign On See All [DataGPT](https://www.softwareadvice.com/qualitative-data-analysis/comparative-profile/) How quickly can you get answers from your data? Meet DataGPT: Your personal AI analyst bringing you instant analysis as effortle...[Read more about DataGPT](https://www.softwareadvice.com/qualitative-data-analysis/comparative-profile/) **5.0** ([4 reviews](https://www.softwareadvice.com/qualitative-data-analysis/comparative-profile/#reviews)) Free trial Free version DataGPT's Best Rated Features 5.0Dashboard See All DataGPT's Worst Rated Features 4.0Activity Dashboard See All [Apteco FastStats](https://www.softwareadvice.com/lead-nurturing/faststats-profile/) FastStats is a data analysis software that allows marketers to gain actionable insights from customer data. The software unifies...[Read more about Apteco FastStats](https://www.softwareadvice.com/lead-nurturing/faststats-profile/) **4.8** ([9 reviews](https://www.softwareadvice.com/lead-nurturing/faststats-profile/#reviews)) Free trial Free version Integrations Integrations Salesforce Marketing Cloud iOS14 +12 more +11 more +10 more Apteco FastStats's Best Rated Features 5.0Performance Metrics See All Apteco FastStats's Worst Rated Features Self Service Data Preparation See All 1 [2](https://www.softwareadvice.com/qualitative-data-analysis/?page=2)[3](https://www.softwareadvice.com/qualitative-data-analysis/?page=3)[4](https://www.softwareadvice.com/qualitative-data-analysis/?page=4) ## Popular Comparisons [ Looker vs Tableau ](https://www.softwareadvice.com/bi/looker-profile/vs/tableau/)[ Fullstory vs Hotjar ](https://www.softwareadvice.com/customer-experience/fullstory-profile/vs/hotjar/)[ ATLAS.ti vs Delve ](https://www.softwareadvice.com/bi/atlas-ti-profile/vs/delve/) As a market or sales representative, you might be monitoring qualitative data to determine customer behavior and understand market trends. Qualitative data refers to conceptual findings used to recognize customer experience and patterns. If you have a variety of qualitative data touch points such as feedback, surveys, reviews, and interviews, the collected data can be convoluted. Extracting essential information from unorganized data sets is a major challenge for data analysts and market researchers. It often results in inefficient insights and market predictions. Qualitative data analysis software can help you break down data silos, understand patterns, and get actionable insights on customer challenges. It allows businesses to simplify and automate various manual data processes including data collection, cleaning, and analysis. In this buyers guide, we will learn more about qualitative data analysis software as well as its features and benefits. Here is what we'll cover: - [What is qualitative data analysis software?](#Whatisqualitativedataanalysissoftware) - [Common features of qualitative data analysis](#Commonfeaturesofqualitativedataanalysis) - [What type of buyer are you?](#Whattypeofbuyerareyou) - [Benefits of qualitative data analysis](#Benefitsofqualitativedataanalysis) - [Key purchase considerations for qualitative data analysis](#Keypurchaseconsiderationsforqualitativedataanalysis) ## What is qualitative data analysis software? Qualitative data analysis software is used by data scientists and business researchers to analyze unstructured and text-based data obtained from first-hand observations, surveys, feedback, interviews, among other sources. The software helps in discovering and understanding patterns, such as customer sentiment, presented in a variety of formats including texts, audio files, videos, and images. Qualitative data analysis software includes features such as data visualization, data coding, text analysis, content analysis, and reporting and statistics. These tools assist data scientists and researchers to analyze, audit, and manage huge amounts of qualitative data. Furthermore, the software helps in saving time by eliminating the need for manual data handling. _An example of qualitative data analysis software dashboard in_ [Tableau](https://www.softwareadvice.com/bi/tableau-profile/) _(_[Source](https://www.softwareadvice.com/bi/tableau-profile/)_)_ ## Common features of qualitative data analysis software **Data visualization** Identify trends and patterns to visualize data using integrated visualization tools such as clustering, heat maps, and multidimensional scaling. **Data coding** Index, categorize, and convert data into a format that computer software can understand. Identify concepts and find common links between different data items to prepare data for computer processing. **Sentiment analysis** Classify customer opinions and express them in the form of text to determine the customer sentiment. **Text analysis** Monitor unstructured text data pieces and organize them into easy-to-read, structured data segments. **Annotations** Annotate documents and images using memoing and hyperlinking tools for flexibility and ease of use. Connect diverse pieces of data by interlinking qualitative data cases, files, or websites. **Collaboration tools** Collaborate with multiple data scientists and researchers using multi-user settings, annotations, and merged coding features. **Mixed methods research** Research by gathering and analyzing data using both qualitative and quantitative methods to get better insights. **Media analytics** Analyze data from various media files such as graphs, infographics, and images, using multimedia functionality. **Reporting & statistics** Generate quick statistical analysis reports using stored data and findings, and share them with other data researchers. ## What type of buyer are you? The right type of qualitative data analysis software depends on your business requirements, which are often tied to business size: - **Large businesses (over 500 employees):** These buyers include large organizations and enterprises with a huge database of customers. Large businesses have separate teams of market and sales representatives, working together to obtain elaborate and crucial market research. These buyers need both quantitative and qualitative data analysis tools to generate accurate analytical reports. They also need to store data and share stats with other teams. These buyers should consider solution tools with mixed methods research, [data visualization](https://www.softwareadvice.com/bi/data-visualization-comparison/), and [collaboration tools.](https://www.softwareadvice.com/collaboration/) Some free PDF editors or reasonably priced basic versions with features including optical character recognition, electronic signatures, page rearrangement, and text and image editing can work for these buyers. - **Small and midsize businesses (SMBs; up to 500 employees):** SMBs usually have a small team of market and sales representatives, and a limited budget. These buyers are seeking basic data analysis and market prediction tools to organize data and obtain crucial insights into customer behavior. SMBs should consider qualitative data analysis software that reduces manual errors, lowers management costs, and assists in making quick fact-based decisions. They should go for a solution with consumer sentiment analysis, collaboration tools, and text analysis. ## Benefits of qualitative data analysis software - **Improves customer behavior analysis:** Qualitative data analysis software helps businesses understand consumer sentiment and behavior. This software makes it easy for market researchers to comprehend who their customers are, what challenges they are facing, and how these issues can be resolved. - **Easy-to-read visual data:** Using this software, data scientists can visualize their data to readily analyze information, gain insights, and discover trends. The data visualization feature uses geographical maps, heat maps, and timelines to transform unstructured data into actionable insights. - **Reduces data errors:** Qualitative data analysis software reduces data errors caused by manual intervention in different processes such as data collection and segregation. Clean data results help in making more accurate business decisions. ## Key purchase considerations for qualitative data analysis software Here are a few factors to consider while selecting qualitative data analysis software: - **Business objectives:** Determine your business objectives and establish desired results. Select a QDA software that consists of suitable data and reporting tools to help you achieve your current as well as future business goals. - **System integration:** The software you choose should be able to integrate with your existing system. This will allow you to access analytics from applications that you are familiar with and transfer data to/from other systems whenever required. - **Type of data analysis:** Consider the type or method of qualitative data analysis that will provide accurate and actionable insights for your research objectives. Whether your research objective requires content analysis, transcription analysis, or it requires data coding and text analysis. - **Management cost:** Before investing in any software, consider the long-term management costs involved such as pricing of additional features and hidden charges. **_Note:_** _The application selected in this guide is an example to show a feature in context and is not intended as an endorsement or recommendation. It has been taken from sources believed to be reliable at the time of publication._ ### Related Qualitative Data Analysis Software - [Customer Experience Software](https://www.softwareadvice.com/customer-experience/) - [Data Analysis Software](https://www.softwareadvice.com/bi/data-analysis-comparison/) - [Statistical Analysis Software](https://www.softwareadvice.com/statistical-analysis/) - [User Experience (UX) Software](https://www.softwareadvice.com/ux/)