DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. VoiceInk: VoiceInk is an open-source macOS dictation app that turns speech into text in any application using local whisper.cpp AI models that run entirely on-device. 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 VoiceInk when dictating prompts and code comments into ai chat tools and editors matters most. Try them side by side on real calls before deciding — needs vary by team.
An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights.
VoiceInk is an open-source macOS dictation app that turns speech into text in any application using local whisper.cpp AI models that run entirely on-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
VoiceInk is a native macOS dictation application that converts spoken words into text and inserts them into any app, positioned as an open-source alternative to Superwhisper and Wispr Flow. It runs transcription locally using whisper.cpp Whisper models (and Parakeet via FluidAudio), so voice data stays on the device by default; optionally, you can connect cloud transcription and AI services such as Groq, Deepgram, Cerebras, and Gemini using your own API keys. Users trigger recording with global keyboard shortcuts or push-to-talk, and VoiceInk types the result wherever the cursor sits. Its Power Mode automatically switches transcription and AI-enhancement settings based on the active app or website, while a Personal Dictionary handles custom terminology and text replacements. Enhancement prompts can reformat dictation for email, chat, or social posts, and a later release added the ability to share audio files into the app for transcription. The project is published on GitHub under GPL v3, runs on Apple Silicon Macs (macOS 14.4+), and also offers an iOS version. It suits writers, developers, and professionals who want fast, private hands-free text entry.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); VoiceInk is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | VoiceInk |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Local on-device speech-to-text via whisper.cpp and Parakeet (FluidAudio) Whisper models |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Optional cloud transcription/enhancement through user-supplied API keys (Groq, Deepgram, Cerebras, Gemini) |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Global keyboard shortcuts and push-to-talk dictation that inserts text into any app |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Power Mode: automatic per-app/per-website switching of transcription and AI settings |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Personal Dictionary for custom words, phrases, and text replacements |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | AI enhancement modes (email, chat, posts) and audio-file transcription support |
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.
VoiceInk
Choose VoiceInk if you need hands-free drafting of emails, messages, and documents in any macos app — strengths include transcribes entirely offline by default, keeping voice data on-device for privacy.
DoReveal
VoiceInk
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while VoiceInk is strong for hands-free drafting of emails, messages, and documents in any macos app. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and VoiceInk is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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