DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Skribby: Developer-focused meeting bot API by Skribe VOF that deploys recording and transcription bots to Zoom, Microsoft Teams, and Google Meet with bring-your-own-key transcription. This comparison weighs them on pricing, features, and everyday workflow fit.
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 Skribby when streaming real-time meeting transcripts into a custom application 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.
Developer-focused meeting bot API by Skribe VOF that deploys recording and transcription bots to Zoom, Microsoft Teams, and Google Meet with bring-your-own-key transcription.
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
Skribby, operated by Skribe VOF, is a managed meeting bot API designed for developers who want to add recording and transcription to their own products without building bot infrastructure from scratch. It positions itself as a Recall.ai-style alternative, letting teams deploy meeting bots in a few minutes that join Zoom, Microsoft Teams, and Google Meet calls to capture audio, video, and transcripts. Skribby supports real-time transcription over WebSocket as well as asynchronous transcripts, speaker identification, webhook notifications for transcripts and bot events, and bot authentication for restricted meetings. A defining characteristic is its bring-your-own-key approach: rather than locking users into a single speech engine, it integrates with more than ten transcription providers including Deepgram, Groq Whisper, Soniox, AssemblyAI, and ElevenLabs, so customers supply their own provider credentials. It supports 30-plus languages and advertises GDPR-compliant operation. Skribby runs as a pay-as-you-go cloud API with a low hourly base rate, optional video recording and storage add-ons, and no monthly minimums, alongside developer resources such as REST API references, quickstart guides, and real-time transcription documentation. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Skribby is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Skribby |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Meeting bots that join and record Zoom, Microsoft Teams, and Google Meet |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Real-time transcription over WebSocket plus asynchronous transcripts |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Bring-your-own-key support for 10+ transcription providers (Deepgram, Whisper, AssemblyAI, Soniox, ElevenLabs) |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Webhook notifications for transcripts and bot events |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Speaker identification (diarization) and 30+ language support |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Bot authentication for joining restricted meetings |
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.
Skribby
Choose Skribby if you need adding meeting recording and transcription to a saas product via api — strengths include pay-as-you-go api with no monthly minimums or contracts.
DoReveal
Skribby
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Skribby is strong for adding meeting recording and transcription to a saas product via api. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Skribby 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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