AutoMemo: Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares. Great Question: All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected research repository. 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 AutoMemo when capturing and transcribing in-person business meetings matters most, and Great Question when auto-summarizing and tagging interview sessions with ai matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares.
All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected research repository.
AutoMemo (オートメモ) is a transcription AI developed, sold, and supported by Sourcenext Corporation in Japan. It is built around a multi-surface approach: users can capture audio through a web browser app, a dedicated smartphone app, or standalone hardware voice recorders (the AutoMemo S and AutoMemo R devices), and the captured audio is automatically converted to text. The service uses a Whisper-based speech recognition engine, automatically inserts punctuation, removes filler words such as Japanese hesitation sounds, and recognizes speakers so that transcription results are divided into speaker blocks. On top of the transcript, AutoMemo can automatically generate summaries and extract to-do items and deadlines, and it has added features such as AI-generated titles for recordings. Audio and transcripts are saved to the cloud for later editing, searching, and sharing. AutoMemo positions itself for business meetings, interviews, and lecture capture in Japanese-language workflows, and offers a limited free transcription allowance with paid plans for higher usage. It remains actively developed and marketed in 2025/2026. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Great Question is a UX research platform that consolidates participant recruitment, study setup, and AI analysis into a single workflow for product managers, designers, UX researchers, and research operations teams. On the recruitment side it offers access to a large participant panel, the ability to build customer panels from CRM systems, automated screening, eligibility rules, incentive payments, and a research calendar for scheduling one-on-one, collective, or round-robin interviews. For conducting research it supports moderated user interviews, AI-moderated interviews, unmoderated prototype testing with Figma, surveys, card sorting, tree testing, and focus groups, with observer rooms for live team participation. After sessions, Great Question's AI analysis generates summaries, chapters, highlights, and tags, and builds a searchable research repository where transcripts, themes, highlight reels, and insights are connected so teams can query their entire body of research. It offers a wide range of integrations and an MCP that lets users run and analyze research from AI tools, and meets enterprise requirements with SOC 2 Type II, GDPR, and HIPAA compliance. The platform aims to take research from recruitment through synthesis without stitching together multiple tools. Pricing varies by plan. Check the official website for current pricing.
Best suited for
AutoMemo is a free tier with paid upgrades (freemium); Great Question is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AutoMemo | Great Question |
|---|---|---|
| Core capability | Records via web app, smartphone app, or dedicated voice recorder hardware | AI analysis generating summaries, chapters, highlights, and tags from interviews |
| Standout feature | Whisper-based speech-to-text with automatic punctuation | Searchable research repository connecting transcripts, themes, and insights |
| Team usage | Speaker recognition that splits transcripts into per-speaker blocks | Participant recruitment from a large panel plus CRM-based custom panels |
| Integrations | AI summaries with to-do and deadline extraction | Scheduling, screening, eligibility rules, and incentive payments |
| Languages & capture | Automatic filler-word removal | Moderated, AI-moderated, and unmoderated study methods including prototype testing |
| Best-fit workflow | Cloud storage with editing, search, and sharing | 50+ integrations plus an MCP for running research from AI tools |
AutoMemo
Choose AutoMemo if you need capturing and transcribing in-person business meetings — strengths include multiple capture options including standalone hardware recorders.
Great Question
Choose Great Question if you need recruiting participants and scheduling user interviews end to end — strengths include handles recruitment, study execution, and analysis in one platform.
AutoMemo
Great Question
It depends on your workflow. AutoMemo is strong for capturing and transcribing in-person business meetings, while Great Question is strong for recruiting participants and scheduling user interviews end to end. Both transcribe and summarize meetings.
AutoMemo is a free tier with paid upgrades and Great Question 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.
More head-to-head comparisons involving AutoMemo and Great Question.
AutoMemo: Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares. Ava: AI live captioning and transcription app for accessibility, providing real-time captions for conversations and video meetings. The right pick comes down to team size, budget, and the workflows you want to automate.
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AutoMemo: Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares. BeAware Conference Captioning: AI real-time captioning and translation app for live in-person and hybrid events, with on-screen overlays and multilingual attendee access. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
AutoMemo: Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares. Bee: Wearable AI device that captures spoken conversations and turns them into transcripts, summaries, and reminders. The right pick comes down to team size, budget, and the workflows you want to automate.
AutoMemo: Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares. Beey: Web app for automatic transcription, subtitle creation, translation, and live transcription. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
AutoMemo: Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares. Berrycast: A screen recorder and AI meeting notes tool with a Chrome extension and desktop app that records, transcribes, and summarizes calls. This comparison weighs them on pricing, features, and everyday workflow fit.
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