DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Prismical: Open-source AI note taker that transcribes meetings, lectures, and voice notes locally without bots, then organizes them into structured, actionable notes. 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 Prismical when capturing voice notes and turning them into structured, searchable notes 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 AI note taker that transcribes meetings, lectures, and voice notes locally without bots, then organizes them into structured, actionable notes.
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
Prismical is an open-source AI note taker, from the Amical project, that transcribes meetings, lectures, and voice notes using local AI and without an invasive bot joining the call. It captures system audio in the background and processes it locally with Whisper and Parakeet models, while optionally connecting to cloud providers such as OpenAI, Claude, or Gemini using the user's own API keys. The project is MIT-licensed and actively maintained, with a Prismical Desktop v0.1.0 release in May 2026 and beta mobile apps for iOS and Android. Built with Electron, Next.js, TailwindCSS, and Ollama integration, it provides real-time meeting transcription via system audio capture and a floating widget that shows live transcripts as a conversation happens. Beyond capture, Prismical generates AI-powered summaries and extracts action items, and it keeps notes organized, structured, and searchable with full-text search across captured content. It also exposes an MCP server integration for connecting the tool into broader AI workflows. The combination of bot-free local capture, structured summaries, and free-forever positioning makes it a privacy-oriented alternative to cloud meeting notetakers for individuals who want their recordings to stay on their own devices. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Prismical is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Prismical |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Bot-free real-time meeting transcription via system audio capture |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Local-first processing using Whisper and Parakeet models |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | AI-powered summaries and action-item extraction |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Floating widget for live transcripts during a conversation |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Full-text search across captured notes |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Optional cloud providers (OpenAI, Claude, Gemini) with user API keys |
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.
Prismical
Choose Prismical if you need individuals transcribing and summarizing meetings or lectures without inviting a bot — strengths include captures meetings and voice notes locally without a bot joining calls.
DoReveal
Prismical
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Prismical is strong for individuals transcribing and summarizing meetings or lectures without inviting a bot. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Prismical 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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