DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. PrismaScribe: AI transcription tool that converts interviews, meetings, podcasts and lectures into text with multi-speaker labeling and many export formats. 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 PrismaScribe when generating subtitles from meeting or lecture recordings 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 transcription tool that converts interviews, meetings, podcasts and lectures into text with multi-speaker labeling and many export formats.
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
PrismaScribe is an AI transcription platform that converts uploaded audio and video files into text. It is designed to handle a range of source material including interviews, meetings, podcasts and lectures, and processes recordings faster than real time so users can get transcripts back quickly. The service supports transcription and translation across a large number of languages with automatic language detection and code-switching, which makes it useful for multilingual interviews and research recordings. PrismaScribe applies speaker identification to distinguish multiple participants in a recording and labels each speaker in the transcript, and it accepts many common audio and video formats. Finished transcripts can be exported in several formats including plain text, SRT and VTT subtitle files, PDF, Word and Markdown, so the output can flow into subtitling, documentation or qualitative analysis workflows. The product positions itself toward creators, journalists, researchers and professionals such as podcasters, media organizations and universities. PrismaScribe focuses on transcribing recorded files rather than providing a live in-meeting bot, making it well suited to teams that need accurate, multi-speaker transcripts of conversations they have already captured. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); PrismaScribe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | PrismaScribe |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | AI transcription of uploaded audio and video files |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Speaker identification and labeling for multiple speakers |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Transcription and translation across many languages with auto-detection |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Support for a wide range of audio and video formats |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Faster-than-real-time processing speed |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Export to TXT, SRT, VTT, PDF, Word and Markdown |
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.
PrismaScribe
Choose PrismaScribe if you need transcribing research and journalistic interviews with multiple speakers — strengths include strong multi-speaker and multilingual handling for research-style recordings.
DoReveal
PrismaScribe
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while PrismaScribe is strong for transcribing research and journalistic interviews with multiple speakers. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and PrismaScribe 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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