DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Nyota: AI meeting assistant for managers that transcribes calls, generates template-based summaries and action items, and tracks projects and people. The right pick comes down to team size, budget, and the workflows you want to automate.
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 Nyota when tracking action items and signals across many recurring meetings 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.
AI meeting assistant for managers that transcribes calls, generates template-based summaries and action items, and tracks projects and people.
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
Nyota is an AI meeting assistant aimed at busy professionals and managers who want to stay present in conversations while still capturing thorough records. It joins calls on Zoom, Google Meet and Microsoft Teams, transcribes the discussion, and produces distilled notes, summaries and action items. Users can choose from a library of more than 20 meeting templates so the generated summary matches the type of meeting, whether a one-on-one, a project sync or a customer call. Beyond basic notes, Nyota is positioned as a tool for managing both projects and people: it brings conversations together in one searchable place, watches for specific signals across discussions, and can help with agenda preparation so recurring meetings stay on track. Getting started involves signing up, connecting a calendar, and either inviting Nyota from the dashboard or adding its meeting address as a participant. It shares notes and action items into a wide range of downstream tools, including Slack, HubSpot, Salesforce, Close, Notion, OneDrive and Google Drive. Nyota is best suited to engineering leaders, team managers and other professionals who run many recurring meetings and want searchable, actionable records connected to their existing workflow tools. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Nyota is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Nyota |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Joins and transcribes Zoom, Google Meet and Microsoft Teams calls |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | More than 20 meeting templates for tailored summaries |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Automatic action item and key takeaway extraction |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Searchable archive of past conversations |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Agenda preparation and signal tracking across meetings |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Sharing to Slack, HubSpot, Salesforce, Notion, Google Drive and more |
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.
Nyota
Choose Nyota if you need engineering and team leaders documenting one-on-ones and syncs — strengths include template variety tailors summaries to different meeting types.
DoReveal
Nyota
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Nyota is strong for engineering and team leaders documenting one-on-ones and syncs. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Nyota is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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