DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. User Evaluation: AI research workspace that transcribes interviews in dozens of languages and turns them into cited insights, clips, charts, and reports. 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 User Evaluation when generating cited insight reports, clips, and presentation decks 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 research workspace that transcribes interviews in dozens of languages and turns them into cited insights, clips, charts, and reports.
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
User Evaluation is an AI-powered research platform that automates user and customer research workflows, from recruiting participants and conducting interviews to analyzing findings, within a single workspace. It transcribes audio and video in dozens of languages with speaker labels and custom vocabulary, and processes multimodal inputs including audio, video, text, PDF, and CSV. Its AI analysis uses an agentic chat with a set of tools that cite evidence as it generates insights, identifying pain points, delighters, and themes, automatically tagging mentions, and creating visual summaries. The platform turns research into shareable outputs such as video clips saved as MP4 files, charts including bar, pie, and flow diagrams, editable reports exportable to PDF or DOCX, and presentation decks with native PPTX export. Workflow tools include interview scheduling and recording, live note-taking during sessions, survey creation with both fixed and adaptive chat-style follow-ups, and Kanban-style collections for organizing insights. User Evaluation offers a free tier to start along with paid plans that add capabilities such as white-labeling and SSO. By combining multilingual transcription, evidence-cited AI analysis, and rich exportable outputs, it aims to compress hours of research into customer insight quickly. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); User Evaluation is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | User Evaluation |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Transcription in dozens of languages with speaker labels and custom vocabulary |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Multimodal input support for audio, video, text, PDF, and CSV |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Agentic AI chat that cites evidence and identifies pain points and themes |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Automatic tagging of mentions and visual summaries |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Exportable outputs: MP4 clips, charts, PDF/DOCX reports, and PPTX decks |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Interview scheduling, recording, and live note-taking |
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.
User Evaluation
Choose User Evaluation if you need transcribing and analyzing multilingual research interviews — strengths include evidence-cited ai analysis keeps insights traceable to sources.
DoReveal
User Evaluation
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while User Evaluation is strong for transcribing and analyzing multilingual research interviews. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and User Evaluation 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.
More head-to-head comparisons involving DoReveal and User Evaluation.
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.