DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Jamworks: AI note-taking and captioning tool that turns lectures and meetings into transcripts, summaries, captions and interactive study aids. 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 Jamworks when generating summaries and flashcards from recorded classes matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights.
AI note-taking and captioning tool that turns lectures and meetings into transcripts, summaries, captions and interactive study aids.
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
Jamworks is an AI-powered note-taking application focused on lectures, classes and meetings, with a strong emphasis on accessibility for students and educational institutions. It records or ingests spoken sessions and produces live captions and word-for-word transcripts with speaker titles, while automatically enhancing a user's own typed or handwritten notes using the lecture transcript. From each recording Jamworks generates AI summaries and highlights, breaks long sessions into digestible chapters, and lets users review content as captioned video clips, audio chapters and full transcripts. A built-in personal AI tutor, JamAI, uses the transcript of each session as reference material so learners can ask follow-up questions and get explanations on demand in many languages, and the tool can turn highlights into interactive flashcards and quiz-style study modes. Jamworks supports transcription and learning features across a range of languages and is designed with accessibility in mind, including screen-reader compatibility and standards-based compliance, making it especially useful for neurodivergent and disabled students. It works across mobile, tablet, laptop and web and integrates with major learning management systems, serving students, universities and other learners who need to capture and revisit spoken material. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Jamworks is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Jamworks |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Live captioning and word-for-word transcripts with speaker titles |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | AI summaries and automatic chaptering of lectures and meetings |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Note enhancement that refines a user's own notes using the transcript |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | JamAI personal tutor that answers questions using session transcripts in many languages |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Interactive flashcards and quiz-style study modes generated from content |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Captioned video clips and audio chapters for review |
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.
Jamworks
Choose Jamworks if you need capturing and captioning university lectures for later study — strengths include strong accessibility focus suited to neurodivergent and disabled learners.
DoReveal
Jamworks
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Jamworks is strong for capturing and captioning university lectures for later study. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Jamworks 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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