DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Meetily: Open-source, privacy-first AI meeting assistant that records, transcribes, and summarizes meetings entirely on your own device. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
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 Meetily when capturing and summarizing in-person or any-platform meetings from one app matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights.
Open-source, privacy-first AI meeting assistant that records, transcribes, and summarizes meetings entirely on your own 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
Meetily is an open-source, privacy-first AI meeting assistant that records, transcribes, and summarizes conversations locally on the user's own machine rather than in the cloud. Instead of joining calls as a visible bot participant, Meetily captures system audio directly from the device, the same way screen recording works, so no extra attendee shows up in the meeting and recordings stay on the host's computer. Because processing happens on-device, it works with effectively any meeting software, including Google Meet, Zoom, Microsoft Teams, and Discord, as well as in-person conversations. After a meeting, it generates AI summaries that surface key decisions and action items, supports customizable summary templates, and can export notes to Markdown. The project is MIT licensed with a free community edition alongside paid Pro and Enterprise tiers, and it is distributed for macOS and Windows. Meetily is aimed at privacy-conscious individuals, technical teams, and organizations that want a self-hostable, local-first alternative to bot-based notetakers and need to keep sensitive meeting audio off third-party servers. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Meetily is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Meetily |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Local, on-device recording, transcription, and summarization |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Bot-free capture via system audio (no visible meeting participant) |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Works across Google Meet, Zoom, Microsoft Teams, Discord, and in-person meetings |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | AI summaries highlighting key decisions and action items |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Customizable summary templates and Markdown export |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Open-source (MIT licensed) with self-hosting option |
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.
Meetily
Choose Meetily if you need privacy-conscious teams that need meeting notes without sending audio to the cloud — strengths include strong privacy posture since audio and processing stay on the user's device.
DoReveal
Meetily
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Meetily is strong for privacy-conscious teams that need meeting notes without sending audio to the cloud. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Meetily 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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