DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. oTranscribe: A free, open-source web app that eases manual transcription of recorded interviews by integrating media playback controls beside a text editor. 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 oTranscribe when academic and qualitative researchers transcribing fieldwork or oral-history recordings 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.
A free, open-source web app that eases manual transcription of recorded interviews by integrating media playback controls beside a text editor.
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
oTranscribe is a free, open-source (MIT license) web app, created by Elliot Bentley and maintained by the MuckRock Foundation, that takes the pain out of transcribing recorded interviews. It runs in the browser on desktop computers and places an integrated audio or video player alongside a text editor, so you can pause, rewind, and fast-forward your recording using keyboard shortcuts without taking your hands off the keys or switching between apps. It is built for journalists, researchers, oral historians, and students who type up interviews and recordings themselves. Rather than using automatic speech recognition, oTranscribe assists manual transcription: you listen and type, inserting interactive timestamps (Ctrl+J) that you can click to jump back to that moment in the media. Your transcript autosaves to the browser's local storage, and audio files never leave your computer, keeping work private. Finished transcripts can be exported to Markdown, plain text, or oTranscribe's own .otr format, or sent to Google Drive. Rich-text formatting and adjustable playback speed are supported.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); oTranscribe is open source (open source). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | oTranscribe |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Integrated audio/video player next to the transcript editor |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Keyboard shortcuts to pause, rewind, fast-forward, and adjust playback speed without leaving the keyboard |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Clickable interactive timestamps that jump to the matching point in the media |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Automatic saving to browser local storage with transcript history backups |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Export to Markdown, plain text, .otr format, or send to Google Drive |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Local, private processing - audio and transcript never leave the user's computer |
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.
oTranscribe
Choose oTranscribe if you need journalists typing up recorded interviews for articles — strengths include completely free and open source under the mit license.
DoReveal
oTranscribe
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while oTranscribe is strong for journalists typing up recorded interviews for articles. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and oTranscribe is open source. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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