DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. UserBit: UserBit is a qualitative UX research platform that transcribes user-interview recordings and helps teams organize, tag, and analyze research data in one repository. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist DoReveal when transcribing and analyzing in-depth interviews and focus groups for ux or market research matters most, and UserBit when tagging and coding interview transcripts to synthesize insights across a study matters most. Run both through a week of actual calls to see which suits your workflow.
An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights.
UserBit is a qualitative UX research platform that transcribes user-interview recordings and helps teams organize, tag, and analyze research data in one repository.
DoReveal is a web-based AI platform built for qualitative researchers who need to turn interviews, focus groups, and meeting recordings into structured insights. Users upload audio and video files, paste or import transcripts, or connect Zoom recording links; the platform also offers a bot for live meeting recordings, with live capture via Zoom, Teams, and Google Meet described as coming soon. It transcribes the audio, automatically identifies speakers and distinguishes moderators from participants, and accepts input in over 100 languages with analysis output in around 10 languages. Analysis features include structured research grids, thematic pattern discovery, automated codebook generation, persona and journey-map building, a quote finder with audio/video clip creation, report generation, and an AI chat for interrogating data using frameworks such as Jobs-to-Be-Done and Emotional Laddering. It targets freelance researchers, research agencies, in-house teams, and academics across sectors like pharmaceuticals, technology, and consulting. The company states user data is never used to train models, offers automatic PHI/PII redaction, and encrypts data at rest and in transit.
Best suited for
UserBit is a qualitative user-research platform for product, design, and UX teams, agencies, and freelancers. Users upload audio or video recordings of user interviews, and UserBit's AI generates transcripts in many languages, automatically splitting the text by speaker. A companion video player stays synced to the transcript, so scrolling the text moves the recording and clicking the video seek bar jumps to the matching words. Researchers can add custom vocabulary to improve accuracy and edit transcripts inline. Beyond transcription, the platform manages interview participants, questions, and responses, and lets teams capture qualitative notes and files. Tagging a portion of a transcript automatically creates a video clip of that moment, and a taxonomy/coding system supports synthesis. Analysis tools include charts and correlation maps to surface insights, and UserBit also offers journey-mapping and persona-building modules. It is web-based and centralizes the full research workflow from raw interviews to shareable findings in a single repository.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); UserBit is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | UserBit |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | AI transcription of uploaded interview audio/video with automatic speaker separation |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Video player synced to the transcript for analysis |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Tagging that auto-generates video clips, plus taxonomy and coding for synthesis |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Interview participant, question, and response management |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Qualitative notes and file organization in a central repository |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Insight analysis tools including charts and correlation maps, plus journey maps and personas |
DoReveal
Choose DoReveal if you need transcribing and analyzing in-depth interviews and focus groups for ux or market research — strengths include purpose-built for qualitative research workflows such as interviews and focus groups, beyond simple meeting notes.
UserBit
Choose UserBit if you need transcribing and analyzing recorded user interviews for ux and product research — strengths include combines transcription with full qualitative-research workflow (tagging, coding, analysis) in one place.
DoReveal
UserBit
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while UserBit is strong for transcribing and analyzing recorded user interviews for ux and product research. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and UserBit is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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