DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Webex AI Assistant: The AI assistant built into the Cisco Webex Suite, providing real-time transcription, automatic meeting summaries, highlights, and action items across Webex meetings, messaging, and calling. Below, they line up on price, capture method, and how each fits a real meeting stack.
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 Webex AI Assistant when catching up on a meeting you joined late or missed by asking the assistant what was discussed matters most. Run both through a week of actual calls to see which suits your workflow.
An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights.
The AI assistant built into the Cisco Webex Suite, providing real-time transcription, automatic meeting summaries, highlights, and action items across Webex meetings, messaging, and calling.
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
Webex AI Assistant (the Cisco AI Assistant) is built into the Webex Suite, adding AI features to Webex Meetings, Messaging, and Calling rather than working as a standalone app for other platforms. In meetings it provides real-time transcription, automatic meeting summaries, highlights, notes, and action item tracking, and it lets participants ask questions about what was discussed without interrupting the meeting. It can generate post-meeting summaries within recordings, including transcripts, notes, action items, and chapters, and it offers message summaries in Webex messaging. The AI Assistant is included on paid Webex plans (Webex Meet, Webex Suite, and Webex Enterprise); the free Webex plan does not include it. Paid plans add AI-powered cloud recording (10 GB on Webex Meet), closed captions, and longer meetings. Real-time translation to 100+ languages is available as a separate paid add-on.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Webex AI Assistant is from $12/mo (paid). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Webex AI Assistant |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Meeting summaries |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Real-time transcription |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Highlights & action items |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | In-meeting Q&A |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Message summaries |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Meeting summaries |
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.
Webex AI Assistant
Choose Webex AI Assistant if you need automatically capturing transcripts, summaries, and action items from webex meetings — strengths include built directly into webex, so transcription and summaries work without a third-party bot joining the call.
DoReveal
Webex AI Assistant
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Webex AI Assistant is strong for automatically capturing transcripts, summaries, and action items from webex meetings. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Webex AI Assistant is from $12/mo. 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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