DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Symbl.ai: Developer conversation-intelligence API for transcribing and analyzing voice, video, and chat conversations. 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 Symbl.ai when scoring and analyzing sales calls for coaching 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.
Developer conversation-intelligence API for transcribing and analyzing voice, video, and chat conversations.
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
Symbl.ai is a conversation-intelligence platform delivered as APIs and SDKs that lets developers transcribe and analyze voice, video, and chat conversations, including meetings and customer calls. Beyond raw transcription, Symbl.ai focuses on extracting structure and meaning from conversations: it can generate speaker-attributed transcripts, summaries, topics, action items, questions, and entities, and it can score calls and monitor sentiment in real time. It supports both real-time streaming over WebSocket for live meetings and processing of recorded audio and video, which makes it suitable for building meeting assistants as well as sales and support analytics tools. The platform is now part of Invoca and continues to operate, targeting enterprises that want to embed real-time AI agents and analytics into their own products rather than buy a finished end-user application. Typical implementations include adding live transcription and summaries to a conferencing tool, scoring and coaching sales calls, and surfacing compliance or quality signals from conversations. Because it is developer-first, using Symbl.ai requires engineering work to integrate its APIs into an existing application or workflow. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Symbl.ai is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Symbl.ai |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Real-time streaming and recorded conversation transcription |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Speaker diarization with speaker-attributed transcripts |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Automatic summaries, topics, action items, and questions |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Real-time sentiment analysis and call scoring |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Entity recognition and conversation analytics |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Developer APIs and SDKs for voice, video, and chat |
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.
Symbl.ai
Choose Symbl.ai if you need embedding live transcription and summaries into a meeting tool — strengths include goes beyond transcription with rich conversation analytics.
DoReveal
Symbl.ai
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Symbl.ai is strong for embedding live transcription and summaries into a meeting tool. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Symbl.ai 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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