Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Scriber GPT: AI audio and video transcription tool for meetings, interviews, and webinars with speaker detection and subtitle export. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Aurelius when organizing and tagging interview transcripts and notes matters most, and Scriber GPT when producing subtitles from webinar and meeting recordings matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time.
AI audio and video transcription tool for meetings, interviews, and webinars with speaker detection and subtitle export.
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
Scriber GPT is an AI-powered transcription service that turns audio and video files into text, built on Whisper-based speech recognition. It accepts common formats such as MP3, MP4, WAV, and M4A and is positioned for transcribing podcasts, interviews, meetings, lectures, webinars, voice notes, and YouTube videos. The platform offers speaker diarization that distinguishes between multiple speakers and labels them, along with timestamps to make transcripts easier to read, edit, and share. Finished transcripts can be exported to PDF, DOCX, TXT, and the SRT subtitle format, and after transcription users can translate content into other languages while preserving speaker labels and timestamps, with exports available as TXT, SRT, VTT, DOCX, or PDF. Scriber GPT supports a large number of languages and maintains dedicated workflows for specific use cases including interviews, webinars, and professional sectors. The service offers a free tier with a limited number of minutes and paid options for higher volume and additional workflow tools, and it is presented as an actively operating product. It targets researchers, journalists, content creators, and professionals who need accurate, captionable transcripts. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aurelius is a free tier with paid upgrades (freemium); Scriber GPT is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aurelius | Scriber GPT |
|---|---|---|
| Core capability | Centralized repository for interview notes and transcripts | AI transcription for audio and video across many file formats |
| Standout feature | Data tagging and note organization | Speaker diarization with labeled speakers and timestamps |
| Team usage | Theme and pattern identification across research | Subtitle export in SRT plus PDF, DOCX, and TXT |
| Integrations | Insight creation and report generation | Translation of transcripts while preserving speaker labels and timestamps |
| Languages & capture | Consistent taxonomy across projects for large repositories | Dedicated interview and webinar transcription workflows |
| Best-fit workflow | Multi-team collaboration with research history and archival | Support for 90+ languages |
Aurelius
Choose Aurelius if you need organizing and tagging interview transcripts and notes — strengths include keeps interview insights discoverable and reusable over time.
Scriber GPT
Choose Scriber GPT if you need transcribing job and research interviews with labeled speakers — strengths include covers meetings, interviews, and webinars with speaker-labeled output.
Aurelius
Scriber GPT
It depends on your workflow. Aurelius is strong for organizing and tagging interview transcripts and notes, while Scriber GPT is strong for transcribing job and research interviews with labeled speakers. Both transcribe and summarize meetings.
Aurelius is a free tier with paid upgrades and Scriber GPT 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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