DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Notah: Notah is an AI meeting notes and transcription assistant built for Arabic and bilingual Arabic-English teams across the MENA region, turning conversations into searchable transcripts, summaries, and action items. 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 Notah when organizations needing arabic-dialect-aware transcription and summaries for zoom, teams, meet, or webex calls 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.
Notah is an AI meeting notes and transcription assistant built for Arabic and bilingual Arabic-English teams across the MENA region, turning conversations into searchable transcripts, summaries, and action items.
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
Notah is an AI meeting assistant developed specifically for the Middle East and North Africa (MENA) region, with a stated focus on Arabic and bilingual Arabic-English teams in markets such as Saudi Arabia and the UAE. Rather than treating Arabic as an afterthought, the product positions itself around regional Arabic dialect coverage and Arabic-English code-switching, the kind of mixed-language conversations common in MENA business settings. Notah records meetings and voice notes and turns them into searchable transcripts, AI-generated summaries, extracted action items, and visual mind maps, creating a searchable record of decisions and follow-ups. It works through a Chrome extension and a web app that runs in desktop and mobile browsers, and supports both online and in-person meetings. According to its own site, Notah integrates with common conferencing platforms including Zoom, Microsoft Teams, Google Meet, and Webex, plus the Saudi work platform Beem, and connects to Google Calendar and Microsoft Outlook so it can join scheduled meetings. The company emphasizes regional considerations such as MENA data residency options and compliance with local data-protection expectations. Notah offers a free tier to get started, with paid plans available for additional capabilities. It is a live, operating product as of 2025/2026. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Notah is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Notah |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | AI transcription of meetings and voice notes for Arabic, English, and mixed Arabic-English conversations |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | AI-generated meeting summaries with extracted action items and key decisions |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Searchable transcripts and meeting archive |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Mind map visualization of meeting content |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Chrome extension plus web app for desktop and mobile browsers |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Integrations with Zoom, Microsoft Teams, Google Meet, Webex, and the Beem platform |
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.
Notah
Choose Notah if you need bilingual arabic-english business teams in the mena region capturing meeting notes and decisions — strengths include purpose-built for arabic dialects and arabic-english code-switching, a gap in many global tools.
DoReveal
Notah
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Notah is strong for bilingual arabic-english business teams in the mena region capturing meeting notes and decisions. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Notah is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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