DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Notably: Notably is an AI-powered qualitative research platform that transcribes interview recordings and analyzes notes, transcripts, and other research data into themes and insights. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
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 Notably when synthesizing qualitative data into themes and insights for market research and agencies matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights.
Notably is an AI-powered qualitative research platform that transcribes interview recordings and analyzes notes, transcripts, and other research data into themes and insights.
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
Notably is an end-to-end qualitative research platform built for analyzing and synthesizing research data rather than capturing live meetings. Teams import diverse inputs—video and audio interview recordings, written notes, usability test recordings, and survey exports—into a centralized research repository. Its interview transcription feature imports cloud recordings and transcribes video and audio so researchers can analyze the spoken content. Notably's AI then automates much of the synthesis: it generates highlights and tags, surfaces themes, produces insight summaries, and can run sentiment analysis across an entire study. A library of customizable AI templates supports stages of the research process, from thematic analysis to persona creation, user journeys, and reporting with AI-generated visuals. Notably is aimed at UX and product researchers, market researchers, agencies, design strategists, academics, and consultants who already have collected data and want faster time-to-insight. Notably does not recruit participants, run surveys, or conduct interviews itself; it focuses on analysis and the research repository. It is a web-based, end-user SaaS product.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Notably is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Notably |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Interview transcription from imported video and audio recordings |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | AI-generated highlights and tags on transcripts |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Automatic theme extraction and insight summaries |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Sentiment analysis across an entire study |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Customizable AI research templates (thematic analysis, personas, journeys) |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Centralized qualitative research repository with interactive reports |
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.
Notably
Choose Notably if you need transcribing and analyzing user interview recordings for ux and product research — strengths include strong ai automation reduces manual tagging and synthesis time.
DoReveal
Notably
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Notably is strong for transcribing and analyzing user interview recordings for ux and product research. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Notably is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
More head-to-head comparisons involving DoReveal and Notably.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Dovetail: Customer insights platform that centralizes interviews and feedback, with AI transcription, analysis, search, and a research repository. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Dscout: Experience research platform for moderated interviews, diary studies, and usability testing with AI transcription, themes, and analysis. This comparison weighs them on pricing, features, and everyday workflow fit.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. DubTab: DubTab is a Chrome and Edge browser extension that delivers real-time translated subtitles and optional AI voice dubbing for audio playing in any browser tab, including livestreams and online meetings. This comparison weighs them on pricing, features, and everyday workflow fit.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Dymesty AI Glasses: Audio-first, camera-free AI smart glasses with a titanium frame that record meetings and conversations and auto-transcribe and summarize them through the Dymesty app in 100+ languages. Below, they line up on price, capture method, and how each fits a real meeting stack.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Echometer: Psychology-based platform for agile retrospectives, recurring team health checks, and structured 1:1 meetings with AI-assisted suggestions. This comparison weighs them on pricing, features, and everyday workflow fit.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Edisyn: Real-time AI meeting assistant from a Turkish-founded team that listens to calls and provides live notes, summaries, and suggested questions and answers. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Efficlose: An AI meeting platform offering a bot-free Chrome extension plus desktop and web apps that transcribe, summarize, and extract action items from calls. This comparison weighs them on pricing, features, and everyday workflow fit.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. EkaScribe: EkaScribe is an AI medical scribe by Eka Care that records doctor-patient conversations and automatically generates structured clinical notes, summaries, and prescriptions. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Eleveo: Eleveo is an AI-driven contact center workforce optimization platform that records, transcribes, and analyzes customer calls and interactions. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Empathia AI: Empathia AI is an ambient AI medical scribe that records patient encounters and automatically generates clinical notes, letters, and billing codes for clinicians. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Enthu.AI: Enthu.AI is a conversation intelligence platform that transcribes, auto-scores, and analyzes contact-center and sales calls for quality assurance and agent coaching. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Equal Time: Meeting notes with speaking-time and inclusion analytics This comparison weighs them on pricing, features, and everyday workflow fit.