DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Happy Scribe: Transcription/subtitling and GDPR-friendly meeting notes, 150+ languages Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
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 Happy Scribe when creating subtitles and captions matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights.
Transcription/subtitling and GDPR-friendly meeting notes, 150+ languages
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
Happy Scribe is a transcription and subtitling platform that converts audio and video into accurate text and captions across a wide range of languages. It offers both automatic and human-made transcription and subtitles, letting users balance speed against accuracy depending on the project. Happy Scribe is widely used to transcribe recorded meetings, interviews, podcasts, and videos, and to create subtitles for content, with an in-browser editor for reviewing and correcting transcripts and exporting them in many formats. Its strong language coverage and subtitle tools make it popular with content creators, researchers, and international teams that need reliable text and captions from recordings. Because it focuses on processing recorded audio and video rather than acting as a live meeting bot, it is typically used to handle existing files or recordings. Happy Scribe is valued for its breadth of languages, flexible automatic-versus-human options, and solid subtitle and export capabilities for turning recordings into usable text. Platforms: Web / upload audio and video. Integrations: Zapier. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Happy Scribe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Happy Scribe |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Automatic and human transcription |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Subtitles and captions |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Wide multi-language support |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | In-browser transcript editor |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Multi-format export |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Automatic and human transcription |
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.
Happy Scribe
Choose Happy Scribe if you need transcribing recordings and interviews — strengths include strong language and subtitle support.
DoReveal
Happy Scribe
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Happy Scribe is strong for transcribing recordings and interviews. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Happy Scribe is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
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