DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. MacParakeet: Free, open-source local voice app for Apple Silicon Macs offering on-device meeting recording, live transcripts, dictation, and file transcription powered by NVIDIA Parakeet. 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 MacParakeet when system-wide dictation across applications for privacy-conscious users 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.
Free, open-source local voice app for Apple Silicon Macs offering on-device meeting recording, live transcripts, dictation, and file transcription powered by NVIDIA Parakeet.
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
MacParakeet is a free, open-source voice application for Apple Silicon Macs that runs speech recognition entirely on-device using NVIDIA's Parakeet TDT model via FluidAudio CoreML. Beyond system-wide dictation and file or URL transcription, it includes a meeting recording mode with live transcript preview, in-app note-taking, and export, plus meeting calendar integration through macOS EventKit that can show reminders and optionally auto-start recording. Because all speech recognition runs locally, the project states that audio remains on the device, with no cloud speech-to-text, no required accounts, and opt-out telemetry. It supports around 25 European languages with automatic detection and includes a text cleanup pipeline for filler removal, custom word replacements, and snippet expansion. Optional AI features such as summaries, chat, and text formatting can be enabled through cloud or local providers when the user chooses. Built with Swift and SwiftUI and distributed under the GPL-3.0 license, MacParakeet is actively maintained on GitHub and can be installed via a notarized DMG, a Homebrew cask, or built from source. It is positioned as a privacy-respecting, bot-free option for capturing meetings directly from the Mac. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); MacParakeet is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | MacParakeet |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | On-device meeting recording with live transcript preview and note-taking |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Meeting calendar integration via macOS EventKit with optional auto-start |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | System-wide dictation with hotkey and push-to-talk modes |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | File and URL transcription on the device |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Local NVIDIA Parakeet TDT speech recognition with no cloud STT |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Text cleanup pipeline including filler removal and custom replacements |
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.
MacParakeet
Choose MacParakeet if you need capturing and transcribing meetings locally on a mac without a bot — strengths include free and open source with on-device speech recognition.
DoReveal
MacParakeet
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while MacParakeet is strong for capturing and transcribing meetings locally on a mac without a bot. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and MacParakeet 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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