Dovetail vs Marvin

Adobe XD

Lyssna

Survicate

Adobe XD is an on-premise prototyping software that helps businesses of all sizes create designs for websites and applications using animation tools in real-time. It allows graphic designers to design mockups or wireframes and test them across various devices including mobile, desktop and tablets.

Lyssna is a user research platform that enables you to test designs with real users to gain audience insights. It offers a range of powerful testing tools. With Lyssna, you can save time and money, improve user engagement, and increase conversion rates.

Survicate is a complete customer feedback platform to collect, analyze, and act on customer feedback. Run surveys across every digital touchpoint, from email and website to mobile apps. Use AI to easily analyze feedback across sources. Act on customer feedback with 40+ native integrations.

Dovetail is the AI-native customer intelligence platform that provides a single system of record for transforming customer interactions into actionable insights. It allows product, design, and engineering teams to centralize unstructured data, drive understanding, and accelerate decision-making.

Access Controls/Permissions

Activity Dashboard

Annotations

Categorization/Grouping

Collaboration Tools

Commenting/Notes

Customizable Fields

Customizable Reports

Dashboard

Data Import/Export

Data Visualization

Drag & Drop

Feedback Management

For Mobile

For Websites

Knowledge Management

Monitoring

Multi-Channel Data Collection

Multi-Language

Negative Feedback Management

Predictive Analytics

Prioritization

Product Lifecycle Management

Product Roadmapping

Project Management

Real-Time Updates

Search/Filter

Sentiment Analysis

Surveys & Feedback

Tagging

Text Analysis

Trend Analysis

Usability Testing

User Research Analysis

Visual Analytics

Workflow Management

Dovetail

Web-based

EnjoyHQ

Marvin

Free

Professional

Enterprise

UX Designer

The auto transcribe feature, AI insights, and ease of tagging content allows us to prioritize building better features while never losing a use case or pain point in the sea of content.

UX Researcher

I am consistently impressed by Dovetail's dynamic personalization features, especially its customizable folder hierarchy and project permissions. When introducing teammates to Dovetail for the first time, I highlight the platform's capability as a "one-top-shop" solution for all research needs and workflows.

What we like most about the tool is that it has reduced our hours spent analyzing interviews, through its transcription tools, content tags, AI to summarize ideas.

Product Designer

The transcription, tagging, and automatic summarisation, saves researchers an immense amount of time by speeding up data processing. While the automated highlight grouping feature makes it fast to pull out key insights and identify patterns across projects.

Senior Market Research Analyst

It helps our team keep everything together and helps our organization be able to visit just one place to find past research (previously they had to search through two places, and not knowing where to start, it took twice as long).

UXR Operations

Streamlined our UX research process by centralizing data, making analysis more easy and fast with tagging and improved our team collaboration.

Lead User Researcher

The AI summaries are amazing and allow users to quickly understand the customer problem by summarizing across all mentions.

Senior Product Manager

The navigation within the app can sometimes be confusing, and we've struggled to expand its use cases. While we use it extensively for processing user interviews, other types of feedback are kept separate, which creates some friction that we haven't been able to resolve yet.

Conversion Copywriter and Messaging Strategist

The real highlight, though, is the variety of views: board, canvas, table — I can view my data depending on how I'm planning to use it that day.

Senior UX Designer

It saves me a TON of time & energy daily, by offering AI/NLP powered transcriptions of all my research interviews.

We often take screenshots from Dovetail and paste them into our work boards to help set the context for meetings or to advocate for a user pain point we believe should be addressed.

It's the ultimate note-taking co-pilot, allowing me to focus on engaging with my subjects rather that trying to constantly handwrite-or-type notes.

Dovetail is a super powerful tool for helping our team categorize, store, and get insights from interviews we have with users.

User Experience Researcher

They've been developing many new AI-powered features that are recouping some of that value, but those are available on ALL paid plans, so it feels a bit hard to justify the shift (or at least it stung dearly as an existing customer).

Senior Product Researcher

I also love the AI's help with directly extracting the answers to the initial research questions from the transcripts which streamlines the analysis process.

Principal User Researcher

I'm all for adopting new technology, but the AI features are annoying, unreliable, inaccurate, and now I can't easily search for simple information like in what Notes the word "bulk" appeared.

Founder

The highlights and tags methodology is scalable and you can customize it to whatever research process or nomenclature you use.

Senior manager, scientific liaisons

It's transcription, tagging, and sharing features really facilities collaboration.

Their customer support is prompt and effective, and it seamlessly integrates with services we use like Google for effective collaboration.

The platform is great for sharing research with the wider business, in particular the highlight reels are easy to put together and share, bringing user feedback to everyone, not just the research team.

User researcher

It helps me to analyse, organise and present my data in a really user-friendly visual manner.

UX Researcher, Lead

I wish initial onboarding had 2-3 calls to set up properly as it does affect adoption if your tags are not set up correctly.

UX Designer II

I'm able to plan my research projects and keep everything in one place.

I can easily organize my notes and analyze the findings super fast, moving projects along faster.

They suggest leading workshops across teams, but at a company of 100k+ employees and low UX maturity, this is not realistic.

UX Manager

For those storing research data in places like Figma the migration of old insights is slow and manual.

Copywriter

At the time it did not pick out common themes in the data for you - this had to be done manually, but I believe this has since changed.

It was a near 4x leap in costs to maintain parity with what we had before to maintain our existing repository structure.

The best part about Dovetail is how seamlessly I can curate and share user insights with stakeholders.

Consultant

For me, one of the most exciting things in the pipeline for Dovetail 3.0 is better support for survey data.

Taxonomizing and tagging the information is a challenge that Dovetail does not provide a lot of support for.

Navigating through Dovetail (notes, insights, highlights, etc) is a bit challenging for non researchers.

Its been a good experience overall, i have helped my team's research and data to connect with other teams, and the the 10 licenses limit is too short, because everyone wants to jump onboard

Right now, I only see insights form my team members, but since I do mostly 'projects' with 'read me' sections, they don't show up.

You can easily find the source of any highlighted item so you can revisit the full context

Previously * their sentiment analysis was very bad, but they've since significantly improved and releasing much better AI supported tagging

some workflows feel a bit clunky at times and I wish there could be less clicks do to certain things

It doesn't always make sense to semantic search for insights across products when I'm looking for very specific information.

Your able to jump to points in the call from the transcript or tags

Research Manager

Many issues I've had in the past have been resolved with updates and they are very consistent at continually delivering useful product updates.

PDFs look very small once you upload them and the highlighting process is not great.

No video editing, no downloading and uploading of video clips.

Product and Design Director

Its AI-powered features help us quickly understand key feedback points.

Dovetail is a great platform to analyze qualitative data from user interviews.

I have not seen another tool that can help with analysis and keep research organized, like Dovetail.  

I can pool in different mediums and tag everything the same way.

There is no way to write down insights as you analyze the transcript.

Senior Product Designer

You need everyone making decisions based on customer insight, not their opinions and this is the tool that helps!

Software Engineering Manager

The learning curve for more advanced features can be a bit steep, especially for those unfamiliar with research platforms

Lead researcher

I’m especially excited about the upcoming 3.0 release, with its new AI features that I hope will further accelerate my work.

Data Repository

Insights

Tagging System

Interview Tagging

User Research

Customer Support

Team Collaboration

Workflow Design

Transcription

Recording Import

Large Enterprises

Small Business

Mid-size Business

Dovetail Research

Delve

Delve is a qualitative data analysis platform that helps ethnographic researchers, focus groups, and social scientists perform analysis for research projects and interview transcripts. Users can code sentences, phrases, or paragraphs from submitted transcripts and categorize highlighted quotes.

ATLAS.ti

ATLAS.ti is a qualitative data analysis platform, which allows businesses to analyze content including text, graphics, audio, and video for quality. The platform can be deployed in the cloud or on-premise using Windows, Mac, Android, or iOS devices.

Qualitative data analysis platform & research repository for product teams, consultants, startups, designers and researchers. We help you make sense of your user interviews and turn them into actionable insights.

Dovetail vs Marvin Comparison (2026)

Dovetail

Marvin

Overview

Video & Screenshots

Pricing

User reviews

Key features

Integrations

Alternatives