0

App comparison

Add up to 4 apps below to see how they compare. You can also use the "Compare" buttons while browsing.

Software categories Blog & research About us

GetApp offers objective, independent research and verified user reviews. We may earn a referral fee when you visit a vendor through our links.

Our commitment

Independent research methodology

Our researchers use a mix of verified reviews, independent research, and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology.

Verified user reviews

GetApp maintains a proprietary database of millions of in-depth, verified user reviews across thousands of products in hundreds of software categories. Our data scientists apply advanced modeling techniques to identify key insights about products based on those reviews. We may also share aggregated ratings and select excerpts from those reviews throughout our site.

Our human moderators verify that reviewers are real people and that reviews are authentic. They use leading tech to analyze text quality and to detect plagiarism and generative AI.

How GetApp ensures transparency

GetApp lists all providers across its website—not just those that pay us—so that users can make informed purchase decisions. GetApp is free for users. Software providers pay us for sponsored profiles to receive web traffic and sales opportunities. Sponsored profiles include a link-out icon that takes users to the provider’s website.

Qualitative Data Analysis
Small business

Top Rated Qualitative Data Analysis Software with Small business - Page 2

Last updated: May 2026

1 filter applied

Features

Third-Party Integrations

Text Analysis

Data Coding

Categorization/Grouping

Search/Filter

Integrated with

Zendesk Suite

Google Analytics 360

Slack

Intercom

Salesforce Sales Cloud

Pricing model

Free

Open Source

Free Trial

One Time License

Subscription

Devices supported

Android

Chromebook

iPad

iPhone

Linux

Mac

Web-based

Windows

Organization types

Freelancers

Large Enterprises

Mid Size Business

Non Profit

Public Administrations

Small Business

User rating

All Reviews

& up

& up

& up

40 software options

Sort by

Sponsored

Hotjar

4.6

(541)

5

366

4

157

3

15

2

1

1

2

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Digital experience insights for any business selling online

Combine insights from on-site feedback, user interviews, or expert-built surveys to deeply understand your users. Hotjar is all the tools and data you need to truly understand your users’ behavior and create engaging experiences that drive results.

Read more about Hotjar

Users also considered

Optimal Workshop

4.4

(7)

5

3

4

4

3

0

2

0

1

0

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Build products users love.

Transform user research into actionable insights with Optimal. Upload interviews and videos and let AI automatically surface key themes, insights, and highlight reels. Dig deeper with AI chat. Capture transcripts and notes, conduct affinity mapping, tag data, and uncover key user needs.

Read more about Optimal Workshop

Users also considered

JMP

4.5

(53)

5

34

4

15

3

3

2

1

1

0

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Statistical tools for data analysis and discovery

JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

Read more about JMP

Users also considered

Zoho PageSense

4.5

(17)

5

10

4

5

3

2

2

0

1

0

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

The Complete A/B Testing and CRO Platform

Zoho PageSense is a complete A/B testing & CRO platform used by brands around the world for increasing their website's conversion rates.

Read more about Zoho PageSense

Users also considered

Tableau

4.6

(2.3K)

5

1.4K

4

768

3

90

2

19

1

7

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Visual analytics platform for data exploration

Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionality for building interactive dashboards. It features AI-based analytics capabilities, integration with Salesforce CRM, and supports visual storytelling and collaboration across organizations.

Read more about Tableau

Users also considered

YouGov Surveys: Self-serve

4.2

(36)

5

21

4

6

3

6

2

0

1

3

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Survey platform delivering real-world insights.

The YouGov Surveys: Self-serve makes it easy to create and launch surveys in minutes. With flexible targeting, quick responses, and data from real people, brands get fast, accurate insights that reflect reality – so they can make smarter decisions with confidence.

Read more about YouGov Surveys: Self-serve

Users also considered

NVivo

3.8

(51)

5

18

4

19

3

5

2

4

1

5

Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews

Data analysis software for businesses and nonprofits

NVivo is a data analysis software, which helps businesses in the education, healthcare, non-profit, public, and other sectors organize, store, or evaluate qualitative data and manage cloud-based collaboration and automated transcription processes.

Read more about NVivo

Users also considered

AlphaSense

(0)

AI-enabled market intelligence platform

AlphaSense is a market intelligence platform leveraging the power of AI to help users extract insights from a universe of public and private content – including company filings, event transcripts, expert call transcripts, news, trade journals, and equity research.

Read more about AlphaSense

Users also considered

Display

(0)

Cloud-based user testing tool

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

Read more about Display

Users also considered

MLY

(0)

Cloud-based comment analysis system

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.

Read more about MLY

Users also considered

Skimle

(0)

Software that helps analyse and structure qualitative data

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.

Read more about Skimle

Users also considered

Me-Grow Enterprise

(0)

Integrated Insights Management Platform (AI-powered)

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.

Read more about Me-Grow Enterprise

Users also considered

EthOS

(0)

Great Experiences Start With Great Research

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.

Read more about EthOS

Users also considered

Flywheel

(0)

Flywheel. The Medical Imaging Data and AI Platform.

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

Read more about Flywheel

Users also considered

unitQ

(0)

Understand your users in real time

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.

Read more about unitQ

Users also considered

page 2 of 2

GetApp

100 S. Wacker Dr.
Ste. 600
Chicago, IL 60606
USA

For you

Join Sign in Software categories Blog & research

For vendors

Get listed Your account

Our company

About us News Legal Privacy Policy

© 2010-2026 GetApp. All Rights Reserved.
GetApp is a registered trademark of Nubera eBusiness S.L. Nubera eBusiness uses its own and third-party cookies. By using the website you are accepting the use of these cookies. To get more information about our cookies click here.