DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. VexaScribe: AI transcription service for uploaded files and live meetings, with speaker detection, summaries, and subtitle exports. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
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 VexaScribe when capturing and summarizing live zoom, meet, or teams meetings via a bot 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.
AI transcription service for uploaded files and live meetings, with speaker detection, summaries, and subtitle exports.
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
VexaScribe is an AI transcription platform that converts audio and video into text for both uploaded recordings and live meetings. Users can upload files such as interviews, podcasts, and lectures, or deploy a bot that joins Zoom, Google Meet, or Microsoft Teams sessions to capture meetings as they happen. The service supports a wide range of audio and video formats and offers bulk upload so multiple files can be processed at once. Transcripts include automatic speaker detection and labeling along with timestamps, and they can be exported in several formats including TXT, DOCX, JSON, and the SRT and VTT subtitle formats commonly used for captions. VexaScribe also generates AI summaries tailored to different content types, including meeting, interview, sales, lecture, and podcast formats, and offers built-in translation into many languages. The product, which the company notes was previously known as NovaScribe, supports a large set of transcription languages and is presented as an actively operating tool with a free trial. It targets researchers, journalists, content creators, and teams who need both file-based and live meeting transcription with shareable, captionable output. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); VexaScribe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | VexaScribe |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | File upload transcription plus a bot that joins Zoom, Meet, and Teams meetings |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Automatic speaker detection and labeling with timestamps |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | AI summaries for meeting, interview, sales, lecture, and podcast formats |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Subtitle exports in SRT and VTT plus TXT, DOCX, and JSON |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Built-in translation into many languages |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Bulk upload for processing multiple files at once |
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.
VexaScribe
Choose VexaScribe if you need transcribing recorded interviews and podcasts into editable text — strengths include handles both uploaded files and live meeting capture in one tool.
DoReveal
VexaScribe
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while VexaScribe is strong for transcribing recorded interviews and podcasts into editable text. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and VexaScribe 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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