DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Qualtranscribe: Qualtranscribe is a transcription and translation service for research, legal, and business professionals, pairing human-verified transcripts with an AI option that generates fast drafts, summaries, and qualitative insights. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
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 Qualtranscribe when producing analysis-ready transcripts for academic, clinical, and market research 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.
Qualtranscribe is a transcription and translation service for research, legal, and business professionals, pairing human-verified transcripts with an AI option that generates fast drafts, summaries, and qualitative insights.
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
Qualtranscribe (QUALTRANSCRIBE LLC) is a transcription and translation service built primarily for qualitative researchers, market research teams, academic, clinical, legal, and business professionals. Users upload audio or video recordings of interviews, focus groups, and calls, and choose between human-verified transcripts produced by trained transcriptionists or faster AI-generated drafts. Transcripts are delivered with speaker labels, timestamps, and a choice of clean verbatim or full verbatim formatting. Its AI layer, branded Smart Insights Studio, turns uploaded recordings into instant summaries, research memos, thematic analysis, sentiment and emotion mapping, and extracted action items, and can export structured CSV files for direct import into qualitative analysis tools. It supports transcription across many languages and emphasizes confidential handling with HIPAA and GDPR compliance. The platform integrates with NVivo and ATLAS.ti to fit existing qualitative research workflows. Capture is upload-based rather than via a live meeting-joining bot, making it best suited to researchers and analysts who record sessions and need analysis-ready transcripts and first-pass insights rather than real-time meeting note-taking.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Qualtranscribe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Qualtranscribe |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Human-verified transcription with clean or full verbatim options, speaker labels, and timestamps |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | AI transcription drafts via Smart Insights Studio from uploaded recordings |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | AI-generated summaries, research memos, thematic analysis, sentiment mapping, and action items |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Transcription and translation across many languages |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | HIPAA- and GDPR-compliant confidential handling |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Integrations and CSV exports for NVivo and ATLAS.ti |
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.
Qualtranscribe
Choose Qualtranscribe if you need transcribing and analyzing qualitative research interviews and focus groups — strengths include combines human-verified accuracy with optional faster ai drafts and insights.
DoReveal
Qualtranscribe
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Qualtranscribe is strong for transcribing and analyzing qualitative research interviews and focus groups. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Qualtranscribe is a free tier with paid upgrades. 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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