# 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/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. 4.92 [(200)](https://www.softwareadvice.com/qualitative-data-analysis/delve-profile/reviews/) Best for:Tagging ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Delve is an online collaborative solution that helps businesses code and analyze qualitative data. It allows users to utilize various methodologies such as grounded theory, thematic, narrative, and more to conduct analysis across the data. It provides a coding system, which administrators can use to find, group, refine and organize themes to streamline code merging processes. Users can also categorize data based on code, demographic information, and patterns. Additionally, it offers backlink functionality, which allows analysts to establish trails between findings and raw data. Managers can add new team members as collaborators and facilitate real-time collaboration across projects. Pricing is available on monthly and annual subscriptions.... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/delve-profile/) ### Best rated features: Reporting & Statistics 5.0 Multiple Data Sources 5.0 Access Controls/Permissions 5.0 Statistical Analysis 5.0 [See all features](https://www.softwareadvice.com/qualitative-data-analysis/delve-profile/#key-features) ### Delve $50.00/month The plan has a 14-day free trial. ### Delve Education Plan $18.00/month Discounted rate for students, teachers, and academics. Start with a 14 day free trial. [See full pricing details](https://www.softwareadvice.com/qualitative-data-analysis/delve-profile/#pricing-and-plans) 4.75 [(12)](https://www.softwareadvice.com/qualitative-data-analysis/marvin-profile/reviews/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Marvin is the AI-native customer insights platform that turns scattered customer knowledge into shared understanding the whole company can act on. We help teams: Centralize customer knowledge. Bring consumer, brand, and market knowledge into one secure system where anyone can ask questions and get evidence-backed answers. Collect feedback at scale. Run hundreds of AI-moderated interviews or capture live conversations with automated transcription, note-taking, and analysis. Analyze in minutes, not weeks. Surface patterns across thousands of data points with AI that cites every source while researchers stay in control of the interpretation. Bring findings to life. Multimedia insight reports combine video clips, highlight reels, quotes, and charts in one shareable place. Surface insights where teams work. Topic subscriptions push findings to stakeholders proactively, and an MCP connector makes research queryable in Claude, Figma Make, Copilot, and all of your team's other favorite AI tools. Enterprise-grade by design. Security, governance, and guardrails built for regulated industries, including automatic PII redaction, face blur, and global compliance. Trusted by world-class research teams at Microsoft, Included Health, Best Buy, and NRG Energy, Marvin is redefining how businesses turn customer feedback into better decisions. Want to learn more? Visit heymarvin.com... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/marvin-profile/) ### Best rated features: Drag & Drop 5.0 Qualitative Comparative Analysis 5.0 Data Import/Export 4.9 Categorization/Grouping 4.8 ### Worst rated features: Single Sign On 3.0 Collaboration Tools 4.0 [See all features](https://www.softwareadvice.com/qualitative-data-analysis/marvin-profile/#key-features) ### Enterprise Custom Pricing available upon request Good for large organizations that want to scale user research and need extra support, security and compliance.... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/marvin-profile/#pricing-and-plans) ### Standard Custom Pricing available upon request Good for companies with multiple teams that want to work better together. Most platform functionalities available; no custom security, PII or compliance.... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/marvin-profile/#pricing-and-plans) ### Free $0.00 Good for small teams that want to speed up their user research. [See full pricing details](https://www.softwareadvice.com/qualitative-data-analysis/marvin-profile/#pricing-and-plans) [Sonix](https://www.softwareadvice.com/ai-marketing-tools/sonix-profile/) 4.85 [(141)](https://www.softwareadvice.com/ai-marketing-tools/sonix-profile/reviews/) Best for:Automatic Transcription ### Pricing availability Free trial: Available Free version: Available Software Advice Summary 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. Sonix delivers industry-leading transcription accuracy across languages, accents, and real-world recording conditions. Every word is precisely timestamped and speaker-attributed, creating a structured foundation for search, analysis, subtitling, and collaboration. Our customers don’t just transcribe — they operationalize speech. Sonix powers teams around the world who depend on accurate, searchable spoken data to move faster, collaborate securely, and make better decisions. Speech is data. Sonix is defining the category that turns spoken audio and video into structured, searchable intelligence. Conversations become systems of record — secure, scalable, and grounded in what was actually said.... [Read more](https://www.softwareadvice.com/ai-marketing-tools/sonix-profile/) ### Best rated features: File Sharing 5.0 Collaboration Tools 5.0 Playback Controls 4.9 Annotations 4.9 ### Worst rated features: Activity Dashboard 3.0 Drag & Drop 4.0 [See all features](https://www.softwareadvice.com/ai-marketing-tools/sonix-profile/#key-features) ### Standard Custom Pricing available upon request This is perfect if you have a small transcription project. ### Premium $22.00/month It costs an additional of $5/hour. ### Enterprise Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/ai-marketing-tools/sonix-profile/#pricing-and-plans) [SurveyLab](https://www.softwareadvice.com/survey/surveylab-profile/) 4.89 [(62)](https://www.softwareadvice.com/survey/surveylab-profile/reviews/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary SurveyLab is a cloud-based survey solution that caters to businesses of all sizes across various industries. It enables users to build satisfaction surveys, conduct market research and gather employee feedback. SurveyLab offers built-in survey templates that users can configure with a variety of question types, question logic, colours and company branding. Survey results can be exported into Excel, Powerpoint and PDF formats. SurveyLab also supports multiple languages, multiple user accounts and closed-loop processes. Integration includes applications like Zendesk, Cint, LiveChat, Salesforce, Google Analytics, webhooks and more. SurveyLab offers access to online research panels that are ISO certified and designed according to industry standards. Security features include SSL data encryption and event logs for audit purposes. SurveyLab offers services on a monthly subscription basis that includes support via phone, email and online chat.... [Read more](https://www.softwareadvice.com/survey/surveylab-profile/) ### Best rated features: Benchmarking 5.0 Panel Management 5.0 Performance Metrics 5.0 Third-Party Integrations 5.0 [See all features](https://www.softwareadvice.com/survey/surveylab-profile/#key-features) ### Starter $49.00/month 14-day free trial is available. ### Advanced $99.00/month 14-day free trial is available. ### Professional $249.00/month 14-day free trial is available. [See full pricing details](https://www.softwareadvice.com/survey/surveylab-profile/#pricing-and-plans) [Microsoft Clarity](https://www.softwareadvice.com/qualitative-data-analysis/microsoft-clarity-profile/) 4.80 [(56)](https://www.softwareadvice.com/qualitative-data-analysis/microsoft-clarity-profile/reviews/) ### Pricing availability Free trial: Not available Free version: Available Software Advice Summary Microsoft Clarity is a tool that captures how visitors interact with websites. It is free, easy to use, and can be set up quickly. The tool provides heatmaps that highlight the page areas that drive the most visitor engagement. Microsoft Clarity can be used to find out what website elements are working, learn what needs to be fixed, and test new ideas or upgrades.... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/microsoft-clarity-profile/) ### Best rated features: Website Analytics 5.0 Dashboard 5.0 Data Import/Export 5.0 Conversion Rate Optimization 5.0 ### Worst rated features: Annotations 3.0 Third-Party Integrations 3.5 [See all features](https://www.softwareadvice.com/qualitative-data-analysis/microsoft-clarity-profile/#key-features) [XM for Strategy & Research](https://www.softwareadvice.com/survey/strategy-and-research-profile/) 4.74 [(426)](https://www.softwareadvice.com/survey/strategy-and-research-profile/reviews/) Best for:Enterprise businesses ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary XM for Strategy & Research is a cloud-based platform designed to help organizations generate sales insights and optimize product prices through analysis of customer experiences in real-time. Key features include feedback collection, concept testing, product prioritization, opportunity assessment and reporting. The solution helps businesses collect feedback via pre-configured surveys, analyze open text responses using Text iQ, and measure customer sentiments through scoring. It comes with a statistical analysis tool Stats iQ, which lets team members forecast sales and identify anomalies through data visualizations. Additionally, employees can use the solution to monitor surveys and receive suggestions regarding a broken question logic, mobile incompatibility, or compliance issues. XM for Strategy & Research offers API-based integration, which lets users connect with various third-party applications such as Tableau, Salesforce, Adobe Analytics, Slack, Zendesk, Facebook Messenger, ServiceNow and more. Mobile applications compatible with iOS and Android. Pricing is available on request and support is provided via phone and documentation.... [Read more](https://www.softwareadvice.com/survey/strategy-and-research-profile/) ### What users love - Flexible and intuitive survey design - Robust data collection and analysis - Responsive and knowledgeable support team ### To take in mind - Expensive compared to alternatives - Clunky and complex navigation experience ### Best rated features: Survey/Poll Management 5.0 Web Tracking 5.0 Workflow Management 5.0 Third-Party Integrations 5.0 ### Worst rated features: Data Visualization 3.0 [See all features](https://www.softwareadvice.com/survey/strategy-and-research-profile/#key-features) [Make Opinion](https://www.softwareadvice.com/qualitative-data-analysis/make-opinion-profile/) 4.78 [(65)](https://www.softwareadvice.com/qualitative-data-analysis/make-opinion-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary MakeOpinion is a market research platform that bridges the gap between companies and their customers around the world. The platform acts as a bridge between your company and its clients or potential customers. Make Opinion converts questions to better insights, detects trends, facilitates feedback, and eventually leads companies to better products or services. The tool provides useful templates for an easy introduction to the system and fast results. The platform also allows and enables users to define their target audience by selecting attributes such as age, gender, location, or interests, to ensure a representative sample of the population. After the survey is completed, MakeOpinion will provide comprehensive reports and advanced analysis based on the results, which promotes data-based decision making.... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/make-opinion-profile/) ### Best rated features: Feedback Management 5.0 Real-Time Reporting 5.0 Customizable Branding 5.0 Email Marketing 5.0 ### Worst rated features: Support Audio/Images/Video 3.0 Surveys & Feedback 3.0 Customizable Templates 4.0 Pulse Surveys 4.0 [See all features](https://www.softwareadvice.com/qualitative-data-analysis/make-opinion-profile/#key-features) ### Basic €1.00 [See full pricing details](https://www.softwareadvice.com/qualitative-data-analysis/make-opinion-profile/#pricing-and-plans) [Clootrack](https://www.softwareadvice.com/customer-satisfaction/clootrack-profile/) 5.0 [(16)](https://www.softwareadvice.com/customer-satisfaction/clootrack-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Clootrack is an intelligent customer experience analytics platform that helps D2C brands understand the reasons why CX scores like NPS, CSAT, Star ratings drop. Our powerful AI-driven engine gathers and analyzes billions of customer reviews to provide you with actionable CX insights. 150+ Brands including HSBC, Skoda, DBS, Tata Group, Xiaomi and Vivo use Clootrack. Clootrack helps you answer \* What customer experience factors increase your sales? \* Why customers switch from your brand? \* Qualitative insights from Voice of Customer initiatives \* What are the strengths and weaknesses of multitude of emerging competitors in your category?... [Read more](https://www.softwareadvice.com/customer-satisfaction/clootrack-profile/) ### Best rated features: Sentiment Analysis 5.0 Negative Feedback Management 5.0 Multi-Channel Communication 5.0 Communication Management 5.0 ### Worst rated features: Natural Language Processing 3.0 Customizable Reports 4.0 Real-Time Analytics 4.0 [See all features](https://www.softwareadvice.com/customer-satisfaction/clootrack-profile/#key-features) ### Basic $25,000.00/year [See full pricing details](https://www.softwareadvice.com/customer-satisfaction/clootrack-profile/#pricing-and-plans) [UpMetrics](https://www.softwareadvice.com/product/242671-UpMetrics/) 4.81 [(36)](https://www.softwareadvice.com/product/242671-UpMetrics/reviews/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Impact reporting doesn't have to be a headache. UpMetrics is a purpose-built platform that supports the complete impact data lifecycle, from defining what you'll measure to sharing what you've learned. Replace the patchwork of disconnected tools with a single platform that unifies framework design, data collection, reporting, analysis, and external storytelling. Foundations get better data with less grantee burden. Impact investors get LP-ready dashboards without manual wrangling. Nonprofits spend less time on paperwork and more time delivering mission. The result: better data quality, faster insights, and a compelling fundraising story you can actually stand behind.... [Read more](https://www.softwareadvice.com/product/242671-UpMetrics/) ### Best rated features: Reporting/Analytics 5.0 For Nonprofits 5.0 Data Connectors 5.0 Data Import/Export 5.0 ### Worst rated features: Data Coding 3.0 Text Analysis 4.0 Customizable Branding 4.0 Visual Analytics 4.0 [See all features](https://www.softwareadvice.com/product/242671-UpMetrics/#key-features) [Zonka Feedback](https://www.softwareadvice.com/market-research/zonka-feedback-profile/) 4.78 [(68)](https://www.softwareadvice.com/market-research/zonka-feedback-profile/reviews/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Zonka Feedback is an AI-powered Customer Feedback & Intelligence Platform that helps businesses capture, analyze, and act on feedback across every customer touchpoint. From digital journeys and product experiences to support and frontline interactions, it brings together data from multiple channels and sources into a single platform—so teams can make smarter, faster decisions that improve customer experience and drive growth. With powerful surveys for NPS, CSAT, CES, and more, Zonka Feedback enables organizations to collect customer insights via Email, SMS, WhatsApp, Web, In-App, Kiosks, and offline modes. It integrates seamlessly with 50+ platforms including Salesforce, HubSpot, Intercom, and Zendesk to automate feedback workflows and build a 360° customer view. Its AI Feedback Intelligence engine goes beyond metrics—delivering real-time insights using thematic analysis, sentiment detection, impact scoring, and entity recognition. With Ask AI, teams can chat with their data and uncover critical trends instantly. Zonka Feedback also simplifies feedback management with a centralized inbox, automated case management, and reputation tools to monitor and respond to reviews. Real-time alerts and intelligent routing ensure that the right team acts at the right time—helping prevent churn, retain customers, and build long-term loyalty. Whether you’re a digital-first brand or a multi-location enterprise, Zonka Feedback empowers you to understand what your customers are saying, why it matters, and how to act on it—every day, at scale.... [Read more](https://www.softwareadvice.com/market-research/zonka-feedback-profile/) ### Best rated features: Question Branching 5.0 Anonymous Feedback 5.0 Complaint Monitoring 5.0 Customizable Forms 5.0 ### Worst rated features: Trend Analysis 4.0 [See all features](https://www.softwareadvice.com/market-research/zonka-feedback-profile/#key-features) [ATLAS.ti](https://www.softwareadvice.com/bi/atlas-ti-profile/) 4.75 [(142)](https://www.softwareadvice.com/bi/atlas-ti-profile/reviews/) Best for:Customer support ### Pricing availability Free trial: Available Free version: Available Software Advice Summary ATLAS.ti facilitates analysis of any kind of qualitative data, including text, images, videos, audio, survey responses, geo-data, notes from Evernote, articles from bibliographic reference managers, Tweets from Twitter and comments from social media posts. You can highlight segments of relevant data and attach codes (or tags) to each data segment, and you can even let ATLAS.ti automatically codes your data for you with a host of AI-powered tools that can analyze sentiments, opinions, concepts, and more. Extracting and querying any piece of data is easily done with a click of the mouse and ATLAS.ti also provides a variety of visualization possibilities, including Sankey charts, networks, clouds and bar charts. ATLAS.ti is designed to help anyone make sense of their data; for any area of research and projects.... [Read more](https://www.softwareadvice.com/bi/atlas-ti-profile/) ### Best rated features: Customizable Reports 5.0 Visual Analytics 5.0 Ad hoc Analysis 5.0 Data Extraction 5.0 ### Worst rated features: Computer Assisted Coding 3.5 Multimedia Support 4.0 Sentiment Analysis 4.0 Statistical Analysis 4.0 [See all features](https://www.softwareadvice.com/bi/atlas-ti-profile/#key-features) ### Pricing Plan $10.00/month [See full pricing details](https://www.softwareadvice.com/bi/atlas-ti-profile/#pricing-and-plans) [Phocas](https://www.softwareadvice.com/bi/phocas-profile/) 4.74 [(134)](https://www.softwareadvice.com/bi/phocas-profile/reviews/) Best for:Value for money ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Phocas is a SaaS platform designed to help mid-market businesses in manufacturing, wholesale distribution, and retail make data-driven decisions. Combining business intelligence (BI) and financial planning and analysis (FP&A) in one integrated solution, it simplifies the way businesses access, analyze, and plan their data. It connects teams with the insights they need to understand their business better and drive growth. Phocas integrates with ERP systems including Epicor, Sage, and Oracle NetSuite, extending their capabilities by centralizing data from ERP, CRM, spreadsheets, and other systems into one intuitive platform. This unified view enables cross-functional teams to make more informed decisions with real-time insights. Key features include intuitive dashboards, ad hoc reporting, financial statements, budgeting, forecasting, and automated rebate management. Phocas is designed for self-service, empowering users at all levels of the business to access and analyze data. By automating manual processes including consolidating financial and operational data, it helps users focus on strategic activities. It assists with preparing monthly reports, analyzing trends, managing cash flow, or optimizing rebates. Phocas centralizes data from ERP and other systems into one platform. With drill-down capabilities, AI-powered queries, and customizable pivot tables, users can explore everything from high-level overviews to granular transaction details. Ad hoc reporting tools let users create custom reports and dashboards, while KPI alerts ensure teams stay on top of performance and act to drive improvements across sales, products, and customers. Phocas transforms ERP data into up-to-date profit and loss, balance sheet, and cash flow statements. By automating financial reporting, integrating prebuilt formulas and ratios, and offering drill-down capabilities, it helps finance teams identify and resolve performance issues quickly. With customizable statements and secure access controls, teams can share actionable financial data with stakeholders across the business. Phocas provides a tool for connected business planning. It consolidates financial budgets, sales forecasts, headcount, and demand planning into one platform, enabling collaboration through workflows, user permissions, and audit logs. Live actuals and driver-based functionality allow businesses to track performance, compare plans to results, and adjust forecasts. The self-serve tool supports growing businesses with the ability to manage budgeting, helping users make informed decisions. Phocas Rebates automates rebate calculations and ensures accuracy. Built on a BI foundation, it helps businesses identify trends, spot near misses, and assess rebate performance. With real-time updates, users can optimize product offers, pricing, and purchasing decisions to capitalize on emerging opportunities and maximize profitability while strengthening trading relationships. Phocas CRM brings sales, finance, and customer data together in one platform, offering real-time insights for sales analysis and account management. By providing accurate sales reporting and streamlining the customer relationship process, it bridges the gap between finance and sales, empowering businesses to make informed decisions.... [Read more](https://www.softwareadvice.com/bi/phocas-profile/) ### Best rated features: Key Performance Indicators 5.0 Reporting & Statistics 5.0 ETL 5.0 Real-Time Analytics 5.0 ### Worst rated features: Data Cleansing 3.0 Collaboration Tools 3.5 [See all features](https://www.softwareadvice.com/bi/phocas-profile/#key-features) [Thematic](https://www.softwareadvice.com/qualitative-data-analysis/thematic-profile/) 4.93 [(15)](https://www.softwareadvice.com/qualitative-data-analysis/thematic-profile/reviews/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Thematic is a text analytics solution that helps enterprises collect and analyze customer feedback from various sources using artificial intelligence (AI) technology. Professionals can utilize the sentiment analysis tool to identify positive/negative responses and highlight contextual themes in comments. Thematic allows businesses to translate received feedback in multiple languages and generate net promoter scores (NPS) based on geographic regions. Managers can segment comments into sub-themes, identify potential issues via loyalty metrics and utilize trend analytics to measure the impact of customer experience (CX) initiatives. Additionally, it lets users share key insights with partners or stakeholders via emails, improving visibility across processes. Thematic comes with an application programming interface (API), which allows enterprises to modify the system and integrate it with various third-party systems. Pricing is available on a monthly subscription and support is extended via live chat, phone and other online measures.... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/thematic-profile/) ### Basic $2,000.00/month [See full pricing details](https://www.softwareadvice.com/qualitative-data-analysis/thematic-profile/#pricing-and-plans) [Recollective](https://www.softwareadvice.com/qualitative-data-analysis/recollective-profile/) 4.72 [(58)](https://www.softwareadvice.com/qualitative-data-analysis/recollective-profile/reviews/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Recollective is a qualitative data analysis software that helps businesses gain insights into collected data to spot trends and identify themes. The platform enables managers to define personalized variables and visualize data through charts and graphs on a centralized dashboard. It lets stakeholders create surveys and administer them to target audiences using a unified interface. Additionally, Recollective provides interactive dashboards, allowing users to access, compare and share findings.... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/recollective-profile/) ### Best rated features: Panel Management 4.0 Reporting/Analytics 4.0 Data Import/Export 4.0 [See all features](https://www.softwareadvice.com/qualitative-data-analysis/recollective-profile/#key-features) [XLSTAT](https://www.softwareadvice.com/bi/xlstat-profile/) 4.66 [(398)](https://www.softwareadvice.com/bi/xlstat-profile/reviews/) Best for:Statistical Analysis ### Pricing availability Free trial: Available Free version: Available Software Advice Summary XLSTAT provides a multitude of functionality to help companies generate analysis from data according to needs. It works through an integration with Microsoft Excel and is accessible in the form of a drop-down menu. Businesses can get results within an Excel spreadsheet and edit, share and export results to Microsoft Word and Powerpoint for future reference.... [Read more](https://www.softwareadvice.com/bi/xlstat-profile/) ### What users love - Comprehensive statistical analysis suite - Excel integration for data analysis - Versatile features for diverse needs ### To take in mind - Expensive for students and individuals ### Best rated features: ML Algorithm Library 5.0 Multivariate Analysis 4.9 Statistical Analysis 4.8 Statistical Simulation 4.7 ### Worst rated features: Text Analysis 4.0 Survival Analysis 4.0 [See all features](https://www.softwareadvice.com/bi/xlstat-profile/#key-features) ### XLSTAT BASIC $295.00/year This license is for a single user and designed for corporate use. Basic complies more than 100 statistical tools to allow for deeper insight into the data.... [Read more](https://www.softwareadvice.com/bi/xlstat-profile/#pricing-and-plans) ### XLSTAT BASIC+ $495.00/year This license is for a single user and designed for corporate use. Basic+ complies more than 120 statistical tools to allow for deeper insight into the data.... [Read more](https://www.softwareadvice.com/bi/xlstat-profile/#pricing-and-plans) ### Premium $1,495.00/year This license is for a single user and designed for corporate use. Premium compliesall 240+ XLSTAT features available and you will have access to all statistical tools for deeper insight into the data.... [Read more](https://www.softwareadvice.com/bi/xlstat-profile/#pricing-and-plans) [See full pricing details](https://www.softwareadvice.com/bi/xlstat-profile/#pricing-and-plans) [Smartlook](https://www.softwareadvice.com/product-analytics/smartlook-profile/) 4.68 [(136)](https://www.softwareadvice.com/product-analytics/smartlook-profile/reviews/) Best for:Small businesses ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Smartlook is a cloud- and mobile-based quantitative analytics solution that helps businesses of all sizes with user behavior and insights. Smartlook answers the ‘what’ and ‘why’ behind every user action. Primary features of the software include visitor recordings, event tracking, funnels and heatmaps. Smartlook provides the option of replaying video sessions to identify customers, see Javascript errors and share recordings within the team. It also features a visitor journey module, which helps users with app integration and recordings segmentation with right filters. Automated event tracking enables businesses to know how visitors perform certain tasks, and conversion funnels provide reports on leads. Primarily used by industries including digital agencies, travel, gaming, health care, education and media, Smartlook provides support via documentation and email. It integrates with many platforms and tools including Google Analytics, Zendesk, Instapage, Intercom, Shopify, Gambio, Blogger, Magento and Google Tag Manager.... [Read more](https://www.softwareadvice.com/product-analytics/smartlook-profile/) ### Best rated features: Collaboration Tools 5.0 Text Analysis 5.0 Engagement Tracking 5.0 Search/Filter 5.0 ### Worst rated features: Dynamic Content 2.0 Screen Activity Recording 4.0 [See all features](https://www.softwareadvice.com/product-analytics/smartlook-profile/#key-features) ### Free $0.00/month Ideal for startups & small projects. Use this plan to monitor websites & mobile apps. ### Pro $55.00/month This plan is specifically designed to cater to the needs of mid-market companies. ### Enterprise Custom Pricing available upon request This plan presents a comprehensive and effective solution for large businesses. [See full pricing details](https://www.softwareadvice.com/product-analytics/smartlook-profile/#pricing-and-plans) [AddMaple](https://www.softwareadvice.com/product/515823-AddMaple/) 4.92 [(12)](https://www.softwareadvice.com/product/515823-AddMaple/reviews/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary AddMaple creates instant chart dashboards that let users analyze survey data visually. It also helps conduct AI-enabled thematic analysis of open-ended results. It is a data exploration and analysis tool that eliminates the need for coding or formulas. It combines a calculation and statistics engine with chart visualizations that are ready to be added to reports or shared instantly. Users can summarize several columns with multiple rows into pivot tables and charts. With data already summarized, users can start uncovering insights, comparing columns and cross-tabulating. The statistics engine will highlight correlation in data. AddMaple assists with key driver analysis and relationship discovery. The reporting tool allows users to add charts and generate AI explanations of charts and tables. The 'Add to Report' feature helps compile the reports. The tool assists researchers with text analysis. It allows users to quantify themes and other useful insights. It is also augmented with semantic models that help quantify patterns in the text data. The generative AI research assistant helps analyze text and segment codes by themes, sentiment, emotions and parts of speech. The platform supports open and closed coding that allows users to refine the codes with the AI partner. AddMaple supports exploration via charts, stacked, bar, single pivot and multi-pivot. All charts are interactive, and they all come with table toggles so users can view data in a chart or table in parallel. It also offers word clouds that enable users to click on one word and see all associated words. The word clouds come with word frequency graphs. It also helps bin numeric columns such as salaries into ordered buckets. The tool detects the distribution of each column and runs the appropriate statistical test to show a connection between units.... [Read more](https://www.softwareadvice.com/product/515823-AddMaple/) ### Best rated features: Search/Filter 5.0 Data Extraction 5.0 Self-service Analytics 5.0 Query Builder 5.0 ### Worst rated features: Visual Analytics 3.0 Quantitative Analysis 3.0 [See all features](https://www.softwareadvice.com/product/515823-AddMaple/#key-features) ### Team Custom Pricing available upon request Designed for teams with SSO and secure data sharing [See full pricing details](https://www.softwareadvice.com/product/515823-AddMaple/#pricing-and-plans) [Cauliflower](https://www.softwareadvice.com/qualitative-data-analysis/cauliflower-profile/) 4.92 [(12)](https://www.softwareadvice.com/qualitative-data-analysis/cauliflower-profile/reviews/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Cauliflower – AI-Powered Text Analytics for Research, CX, and UX Teams Cauliflower is an AI-driven platform designed to help research, CX, and UX teams analyze open-ended responses—quickly, transparently, and without manual coding. From survey feedback to reviews and interviews, Cauliflower transforms unstructured text into clear, structured insights in just minutes. ⸻ Who is Cauliflower for? Cauliflower is built for anyone working with qualitative feedback: • Market research agencies running concept, brand, or tracking studies • CX professionals analyzing NPS or CSAT feedback • UX teams evaluating user comments • Internal insights teams in large organizations • Academics or non-profits working with open survey data Whether you handle 500 responses or 50,000, Cauliflower scales with your needs—without sacrificing control or quality. ⸻ What sets Cauliflower apart? • Fast, no-code setup – Upload your data and get results in minutes • AI-generated topics – Automatically clusters similar answers with editable labels • Sentiment analysis – Clear breakdowns for each topic (positive, neutral, negative) • Driver analysis – Identify which topics drive KPIs like satisfaction or purchase intent • Multilingual – 100+ languages supported with optional translation • Interactive dashboards – Visualize, filter, and explore your results • Export options – Download summaries, charts, or raw data for reporting • Team-friendly – Share projects, collaborate, and stay aligned ⸻ Support and Experience Cauliflower was designed with researchers in mind—no black-box outputs, no generic BI dashboards. You can adjust topic labels, filter results, and generate summary texts with just a few clicks. We offer: • Personal onboarding for teams • Email support by real people (no bots) • GDPR-compliant EU hosting • AV/data processing contracts available Whether you’re a researcher, CX lead, or analyst, Cauliflower helps you extract meaningful insights from open feedback—quickly and reliably. ⸻ Make your qualitative data count. With Cauliflower, open-ended feedback becomes actionable, measurable, and easy to communicate. It’s built for people who care about insights, not just data.... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/cauliflower-profile/) ### Best rated features: Categorization/Grouping 5.0 Quantitative Analysis 5.0 Natural Language Processing 5.0 Predictive Analytics 5.0 ### Worst rated features: Data Visualization 4.0 [See all features](https://www.softwareadvice.com/qualitative-data-analysis/cauliflower-profile/#key-features) ### Single User €100.00/month 1 user ### Team €150.00/month from 50€/month per seat, ideal for collaborative teams (minimum 3 users) ### Enterprise Custom Pricing available upon request Tailored for larger organizations with advanced needs. From 10 Users. [See full pricing details](https://www.softwareadvice.com/qualitative-data-analysis/cauliflower-profile/#pricing-and-plans) [Dovetail](https://www.softwareadvice.com/product/345899-Dovetail/) 4.63 [(97)](https://www.softwareadvice.com/product/345899-Dovetail/reviews/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Dovetail is the AI-native customer intelligence platform that provides a single system of record for transforming customer interactions into actionable intelligence. It helps product, design, and development teams centralize, analyze, and share critical customer knowledge at scale. The platform allows teams to analyze customer feedback from surveys, interviews, support tickets, and other sources of unstructured data. Users can generate decision-ready intelligence rapidly with the help of natural language processing (NLP), sentiment analysis, and machine learning, ensuring speed and accuracy. Dovetail enables users to share high-value insights directly with stakeholders across the organization via an intuitive interface, promoting enterprise alignment and accelerating decision-making processes. It includes a streamlined interface to assemble data and convert raw customer input into structured, manageable information.... [Read more](https://www.softwareadvice.com/product/345899-Dovetail/) ### Best rated features: For Websites 5.0 API 4.8 User Research Analysis 4.8 Annotations 4.8 ### Worst rated features: For Mobile 1.0 Prioritization 3.0 [See all features](https://www.softwareadvice.com/product/345899-Dovetail/#key-features) ### Free $0.00/month Uncover insights fast in video calls, support tickets, docs, and more ### Professional $29.00/month Build your customer insights hub with powerful search, folders, and more ### Enterprise Custom Pricing available upon request Scale customer insights org-wide with Enterprise-grade functionality [See full pricing details](https://www.softwareadvice.com/product/345899-Dovetail/#pricing-and-plans) [Indeemo](https://www.softwareadvice.com/qualitative-data-analysis/indeemo-profile/) 4.76 [(46)](https://www.softwareadvice.com/qualitative-data-analysis/indeemo-profile/reviews/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary AI-Powered, In-the-Moment Video Research: Indeemo is an end-to-end platform that helps MR, UX, and CX teams capture real-world insights through video, making it easier to understand people, products, and experiences—at scale. Our platform combines in-app recruitment, incentive payments, an intuitive researcher dashboard with mobile apps that make it simple for participants to share videos, images, screen recordings, and text in any context at any time. Researchers can conduct 1:1 interviews and moderated usability testing or import video via our integrations with Zoom, MS Teams or Google Meet. POWERFUL AI-POWERED INSIGHTS Indeemo's advanced AI tools transcribe, translate, and analyze research content in 27+ languages, helping researchers surface insights faster. The intuitive Reels editor makes it easy to trim and organize key video moments. Research Methodologies we support: Discovery & Exploratory Research - Diary Studies - Mobile & Digital Ethnography - User Personas Journey Research - Journey Mapping - Service Safaris - Path to Purchase - Buyer Decision Journeys Mixed Method Research - Pre-tasking for Interviews / Focus Groups - Bringing Segmentations & Personas to Life with Video Usability & Experience Research - Product Testing / IHUTs - Shopper, Customer & Employee Experience BUILT FOR COLLABORATION Indeemo’s self-service dashboard enables researchers, designers, and product teams to quickly collect, analyze, and share insights. AI-powered search, keyword analysis, automated transcription and optical character recognition AI makes it easy to find key moments. Multiple user roles (Researcher, Recruiter, Observer) ensure the entire organization can connect with customers and build empathy. FLEXIBLE & SECURE We are ISO27001 and HIPAA certified, ensuring enterprise-grade security for global brands, consultancies, startups, and government clients.... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/indeemo-profile/) ### Best rated features: Customer Experience Management 5.0 Activity Tracking 5.0 Multi-Language 5.0 Data Collection 5.0 [See all features](https://www.softwareadvice.com/qualitative-data-analysis/indeemo-profile/#key-features) [EnjoyHQ](https://www.softwareadvice.com/customer-experience/enjoyhq-profile/) 4.79 [(14)](https://www.softwareadvice.com/customer-experience/enjoyhq-profile/reviews/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary EnjoyHQ enables organizations of all sizes to centralize and share customer experience data with stakeholders & team members. By deploying the EnjoyHQ repository, you'll benefit from a simple centralized system for collecting feedback & notes, storing audio recordings and video files of interviews, testing sessions, customer research, and customer journey maps.... [Read more](https://www.softwareadvice.com/customer-experience/enjoyhq-profile/) ### Best rated features: Negative Feedback Management 5.0 Workflow Management 5.0 Multi-Channel Data Collection 5.0 Surveys & Feedback 5.0 ### Worst rated features: Idea Management 1.0 Collaboration Tools 3.0 Sentiment Analysis 3.0 Reporting/Analytics 3.0 [See all features](https://www.softwareadvice.com/customer-experience/enjoyhq-profile/#key-features) ### Basic $200.00/month [See full pricing details](https://www.softwareadvice.com/customer-experience/enjoyhq-profile/#pricing-and-plans) [ARCS](https://www.softwareadvice.com/qualitative-data-analysis/arcs-profile/) 5.0 [(5)](https://www.softwareadvice.com/qualitative-data-analysis/arcs-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary ARCS is a cloud-based panel management solution that helps research institutions schedule study sessions, manage participants and streamline other administrative processes. Professionals can use the dashboard to schedule appointments on a calendar and track the progress of sessions via actionable analytics. ARCS allows organizations to build personalized profiles for members with information, such as contact details, eligibility verification and more. Managers can assign questionnaires to specific participants, view comments and send updates via SMS. Additionally, it lets users create custom incentive programs with gift cards or reward points to improve participants’ overall experience. ARCS enables institutions to integrate the platform with Twilio and DocuSign, helping them capture members’ signatures across forms. Pricing is available on monthly subscriptions and support is extended via documentation and other online measures.... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/arcs-profile/) ### Best rated features: Data Storage Management 5.0 Access Controls/Permissions 2.0 [See all features](https://www.softwareadvice.com/qualitative-data-analysis/arcs-profile/#key-features) ### Basic $1,199.00/month [See full pricing details](https://www.softwareadvice.com/qualitative-data-analysis/arcs-profile/#pricing-and-plans) [Userbit](https://www.softwareadvice.com/ux/userbit-profile/) 5.0 [(5)](https://www.softwareadvice.com/ux/userbit-profile/) ### Pricing availability Free trial: Not available Free version: Available Software Advice Summary Userbit is an all-in-one UX research platform designed for small businesses, startups, and agencies. The platform allows users to manage the entire user research workflow in one place. The platform includes tools to manage participants and stakeholders, conduct interviews, organize research notes and media, generate transcriptions, and analyze qualitative data. Users can manage participants and stakeholders in a built-in mini CRM. They can prepare interview questions and take notes during sessions. All research notes, audio, images, videos and other files can be organized and stored in the platform. Users can also upload audio and video files to automatically generate transcriptions. Key features of the platform include the ability to tag anything in the qualitative data to identify key themes and insights. An analytics dashboard provides charts and correlation maps to analyze tag frequency. Users can save findings into insight cards along with supporting evidence from the data analysis. Userbit aims to streamline the user research process for small teams by providing an all-in-one collaborative platform.... [Read more](https://www.softwareadvice.com/ux/userbit-profile/) ### Best rated features: Visual Analytics 5.0 [See all features](https://www.softwareadvice.com/ux/userbit-profile/#key-features) [DataGPT](https://www.softwareadvice.com/qualitative-data-analysis/comparative-profile/) 5.0 [(4)](https://www.softwareadvice.com/qualitative-data-analysis/comparative-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary How quickly can you get answers from your data? Meet DataGPT: Your personal AI analyst bringing you instant analysis as effortless as talking to your data. Accelerate revenue growth, save time, and reduce costs. Here’s How: 1) Connect your dataset effortlessly with our AI-supported onboarding agent 2) Pose any data-related question, and get holistic answers within seconds. 3) Our analytics engine will analyze all your data and deliver responses in seconds while simultaneously cuts costs by up to 15x. Experience data analysis transformed from a tedious task to a simple conversation Drive business outcomes and see an average quarterly ROI of 2,178%: Unlock 15% Revenue Growth DataGPT’s ability to answer data questions in seconds means your team can easily make rapid, data-informed decisions daily - No waiting days for insights and letting growth opportunities go missed. Build the Most Advanced Data Culture: Watch data usage skyrocket to over 85% business user adoption as employees confidently leverage their data by simply chatting with it. Reduce Costs: Comparative can analyze an entire dataset and deliver answers to you in seconds. This means running analysis costs cents compared to the expensive data processing costs required with standard BI methods. Elevate Your Analyst’s Impact: With DataGPT, watch as your data teams reclaim a staggering 489 hours each quarter, redirecting their focus from mundane dashboard requests to projects that truly matter.... [Read more](https://www.softwareadvice.com/qualitative-data-analysis/comparative-profile/) ### Best rated features: Dashboard 5.0 Data Extraction 5.0 Access Controls/Permissions 5.0 Reporting/Analytics 5.0 ### Worst rated features: Activity Dashboard 4.0 [See all features](https://www.softwareadvice.com/qualitative-data-analysis/comparative-profile/#key-features) [Apteco FastStats](https://www.softwareadvice.com/lead-nurturing/faststats-profile/) 4.78 [(9)](https://www.softwareadvice.com/lead-nurturing/faststats-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary FastStats is a data analysis software that allows marketers to gain actionable insights from customer data. The software unifies all customer information into a single view for intelligent data exploration, visualization, and mining. FastStats is designed for marketing and analytics teams who need to segment audiences, identify new opportunities, and personalize customer experiences. The software can analyze millions of records in seconds to uncover hidden patterns and relationships in transactional and behavioral data. Users can perform profiling, predictive modeling, basket analysis, and geographical analysis to understand their customers. Key features include powerful and intuitive data visualization tools to create interactive charts, maps, and dashboards from the data. FastStats also enables audience building by allowing users to segment, filter, and export data for use in marketing campaigns and channels. Integration with Python and R provides access to advanced analytics capabilities. The software makes it easy for users to move from data to insight to action.... [Read more](https://www.softwareadvice.com/lead-nurturing/faststats-profile/) ### Best rated features: Performance Metrics 5.0 Third-Party Integrations 5.0 Predictive Analytics 5.0 Data Visualization 5.0 ### Worst rated features: Data Mining 3.0 Multiple Data Sources 4.0 Data Transformation 4.0 [See all features](https://www.softwareadvice.com/lead-nurturing/faststats-profile/#key-features) ### Basic £6,500.00/year [See full pricing details](https://www.softwareadvice.com/lead-nurturing/faststats-profile/#pricing-and-plans) 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/)[ Make Opinion vs SurveyLab ](https://www.softwareadvice.com/qualitative-data-analysis/make-opinion-profile/vs/surveylab/) 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/)