Conveo: AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed. 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 Conveo when continuous consumer and ux research using video interviews at scale matters most, and Thoth when users who want offline, private meeting notes on a mac matters most. Try them side by side on real calls before deciding — needs vary by team.
AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed.
Privacy-first macOS app that records, transcribes, and summarizes meetings entirely on-device with no cloud or data leaving the Mac.
Conveo is an AI qualitative research platform that handles the full interview workflow, from recruiting participants to moderating conversations to analyzing results, with the goal of compressing research timelines from weeks to days. Its AI interviewer conducts real video, voice, and text conversations asynchronously, adapts the discussion guide in real time, and probes with contextual follow-up questions based on each participant's responses, supporting interviews across 50-plus languages end to end including the interviewer, transcripts, and reports. Researchers can upload a brief or business objective and have Conveo generate an interview guide, then begin fielding within roughly half an hour. Because it captures video alongside voice and text, the platform performs multi-signal analysis, reading tone, emotional cues, and behavior in addition to spoken content, and it links findings back to the source video moments so insights can be validated and shared. Automated outputs include executive summaries, thematic analysis, emotional insights, and quantitative data extraction. Conveo positions itself as an end-to-end platform for continuous research across consumer insights, UX, marketing, and product workflows. 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
Conveo 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 | Conveo | Thoth |
|---|---|---|
| Core capability | AI interviewer conducting asynchronous video, voice, and text interviews | 100% local, on-device recording, transcription, and summarization |
| Standout feature | Real-time discussion-guide adaptation with contextual follow-ups | Dual-channel capture of microphone and system audio |
| Team usage | Multi-signal analysis of voice, video, tone, and behavior | On-device speaker detection with color-coded transcripts |
| Integrations | Automated executive summaries, thematic analysis, and quantitative extraction | Whisper-based transcription supporting many languages |
| Languages & capture | Findings linked back to source video moments | On-device anonymization to redact sensitive content |
| Best-fit workflow | End-to-end recruiting, interviewing, and analysis in 50+ languages | Export to PDF, Word, Markdown, and timestamped JSON |
Conveo
Choose Conveo if you need continuous consumer and ux research using video interviews at scale — strengths include video capture enables emotional and behavioral analysis beyond transcript text.
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.
Conveo
Thoth
It depends on your workflow. Conveo is strong for continuous consumer and ux research using video interviews at scale, while Thoth is strong for professionals handling confidential or regulated information. Both transcribe and summarize meetings.
Conveo 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.
You can — some teams pair them when each covers a different part of the meeting workflow.
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