DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Vibe: Open-source, cross-platform desktop app that transcribes meeting and interview recordings offline using Whisper, keeping all data on your device. 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 Vibe when developers embedding local transcription via the cli or http api 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.
Open-source, cross-platform desktop app that transcribes meeting and interview recordings offline using Whisper, keeping all data on your device.
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
Vibe is a free, open-source transcription application created by the developer thewh1teagle and distributed under the MIT license. It lets users transcribe audio and video files entirely offline on their own machine using OpenAI's Whisper models, so recordings of meetings, interviews, lectures, and calls never have to leave the device. Vibe runs on macOS, Windows, and Linux, with GPU acceleration available for NVIDIA, AMD, and Intel hardware, and it supports a very wide range of languages. It includes speaker diarization so different participants can be separated in the transcript, and it can export results in multiple formats including SRT, VTT, TXT, HTML, PDF, JSON, and DOCX. For automation and integration, Vibe also exposes a command-line interface and an HTTP API with Swagger documentation, making it usable inside larger pipelines. Built with the Tauri framework on top of whisper.cpp, it is actively maintained with frequent releases. Vibe is best suited to privacy-conscious individuals, developers, and teams who want a no-subscription, local-first way to turn recorded conversations into editable text. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Vibe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Vibe |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Offline transcription powered by OpenAI Whisper (whisper.cpp) |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Cross-platform: macOS, Windows, and Linux |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Speaker diarization to separate participants |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Multiple export formats (SRT, VTT, TXT, HTML, PDF, JSON, DOCX) |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Command-line interface and HTTP API for automation |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | GPU acceleration for NVIDIA, AMD, and Intel |
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.
Vibe
Choose Vibe if you need transcribing recorded meetings or interviews privately on a laptop — strengths include free and open source under the mit license.
DoReveal
Vibe
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Vibe is strong for transcribing recorded meetings or interviews privately on a laptop. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Vibe 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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