Dscout: Experience research platform for moderated interviews, diary studies, and usability testing with AI transcription, themes, and analysis. Thoth: Privacy-first macOS app that records, transcribes, and summarizes meetings entirely on-device with no cloud or data leaving the Mac. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Dscout when running and transcribing moderated user interviews matters most, and Thoth when users who want offline, private meeting notes on a mac matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
Experience research platform for moderated interviews, diary studies, and usability testing with AI transcription, themes, and analysis.
Privacy-first macOS app that records, transcribes, and summarizes meetings entirely on-device with no cloud or data leaving the Mac.
Dscout is an experience research platform that pairs human participant feedback with AI tools to help teams gather and analyze qualitative insights at scale. It supports a range of research methods, including live and uploaded moderated interviews, usability testing with heat maps and task success metrics, real-time site intercepts, field studies, diary studies with multiple activities, and media-rich surveys. For interviews, Dscout simplifies scheduling across time zones, integrates incentives, supports observers, and can capture both a participant's face and screen, and it also offers an AI Moderator that can autonomously guide participants, seek clarification, and capture feedback. On the analysis side, Dscout provides automated transcription, AI-generated summaries of open-ended and video responses, AI-generated themes presented as smart tags for pattern identification, and surfacing of notable moments that highlight strong opinions or surprising insights. Teams can recruit from Dscout's verified Scout participant pool or bring their own audience. Known historically for mobile and in-context research, Dscout positions itself as an AI-native platform that helps researchers capture high-fidelity feedback and move quickly from raw sessions to organized, analyzable insights. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Thoth is a native macOS application, created by Matthieu Veinhard, that records, transcribes, and summarizes meetings entirely on the user's device. It captures both microphone and system audio so it can record both sides of online meetings on platforms such as Zoom, Teams, and Google Meet, and it provides live transcription with on-device speech-to-text. An on-device engine detects and color-codes individual speakers in the transcript, and the app supports a large number of languages via Whisper-based transcription. After a meeting, Thoth extracts notes, action items, and key decisions, and lets users choose between several on-device models or supply their own cloud API key, with an on-device anonymization step that can redact sensitive information before any optional cloud processing. Output can be exported to formats including PDF, Word, Markdown, and timestamped JSON. Because the app has no server and no user database, the company emphasizes that there is nothing to breach or hand over. Thoth requires Apple Silicon and is aimed at privacy-conscious professionals, those handling confidential information, and neurodivergent users who benefit from automatic capture, and it is available on the Mac App Store with an iOS beta in progress. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Dscout is a free tier with paid upgrades (freemium); Thoth is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Dscout | Thoth |
|---|---|---|
| Core capability | Moderated live and uploaded video interviews with observer support | 100% local, on-device recording, transcription, and summarization |
| Standout feature | AI Moderator that dynamically guides participants and captures feedback | Dual-channel capture of microphone and system audio |
| Team usage | Automated transcription of interviews and responses | On-device speaker detection with color-coded transcripts |
| Integrations | AI-generated summaries of open-ended and video responses | Whisper-based transcription supporting many languages |
| Languages & capture | AI-generated themes as smart tags and surfaced notable moments | On-device anonymization to redact sensitive content |
| Best-fit workflow | Diary studies, usability testing, intercepts, and media-rich surveys | Export to PDF, Word, Markdown, and timestamped JSON |
Dscout
Choose Dscout if you need running and transcribing moderated user interviews — strengths include supports many research methods beyond interviews in one platform.
Thoth
Choose Thoth if you need professionals handling confidential or regulated information — strengths include fully local processing with no cloud requirement and no user database.
Dscout
Thoth
It depends on your workflow. Dscout is strong for running and transcribing moderated user interviews, while Thoth is strong for professionals handling confidential or regulated information. Both transcribe and summarize meetings.
Dscout is a free tier with paid upgrades and Thoth 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.
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