Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Briefly: AI meeting summaries with CRM and Slack delivery 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 Aurelius when organizing and tagging interview transcripts and notes matters most, and Briefly when follow-up drafting matters most. Try them side by side on real calls before deciding — needs vary by team.
Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time.
AI meeting summaries with CRM and Slack delivery
Aurelius is a research repository and insights platform designed for UX researchers, designers, and product teams to manage qualitative research data end to end. It sits between a note-taking tool and a full research repository: teams bring in raw data such as interview notes and transcripts, organize and tag it, and the tool surfaces patterns and helps create reusable insights over time. Core capabilities include centralized storage for research data, note organization, data tagging, theme and pattern identification, and report generation, so findings can be referenced long after a study concludes. Aurelius is built with larger research organizations in mind, supporting consistent taxonomy across projects and keeping insights discoverable as repositories grow, while also enabling multi-team collaboration and research history and archival features. Researchers describe it as a low-effort way to tag and create insights they can reference in later product discussions. The platform positions itself as an alternative to fragmented approaches that rely on spreadsheets, Confluence, or Airtable for storing research. By centralizing qualitative data and making it searchable and well-organized, Aurelius aims to ensure that interview insights remain accessible and actionable across an organization. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Briefly is an AI meeting notetaker that records and transcribes calls and then produces concise summaries, action items, and follow-up drafts so users spend less time writing up meetings. It works across major conferencing platforms, capturing conversations automatically and turning them into clear, shareable notes that highlight decisions and next steps. Briefly focuses on simplicity and speed: rather than a heavy analytics dashboard, it aims to give individuals and teams quick, readable recaps and ready-to-send follow-ups after each call. Notes are searchable so important moments can be revisited later, and summaries can be shared with people who could not attend. Briefly is typically used by sales, customer-facing, and busy professional users who want low-effort documentation and faster follow-up, positioning itself as a lightweight assistant that handles the routine work of capturing and summarizing meetings without requiring much setup or ongoing management. Platforms: Zoom / Google Meet / Microsoft Teams. Integrations: Zoom, Google Meet, Microsoft Teams. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aurelius is a free tier with paid upgrades (freemium); Briefly is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aurelius | Briefly |
|---|---|---|
| Core capability | Centralized repository for interview notes and transcripts | Recording and transcription |
| Standout feature | Data tagging and note organization | Concise AI summaries |
| Team usage | Theme and pattern identification across research | Action items |
| Integrations | Insight creation and report generation | Follow-up drafts |
| Languages & capture | Consistent taxonomy across projects for large repositories | Searchable notes |
| Best-fit workflow | Multi-team collaboration with research history and archival | Recording and transcription |
Aurelius
Choose Aurelius if you need organizing and tagging interview transcripts and notes — strengths include keeps interview insights discoverable and reusable over time.
Briefly
Choose Briefly if you need quick meeting summaries — strengths include simple, fast summaries and follow-ups.
Aurelius
Briefly
It depends on your workflow. Aurelius is strong for organizing and tagging interview transcripts and notes, while Briefly is strong for quick meeting summaries. Both transcribe and summarize meetings.
Aurelius is a free tier with paid upgrades and Briefly 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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