Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Good Tape: EU-based AI transcription for interviews, meetings, podcasts, lectures, and webinars, with speaker labels and one-click summaries. 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 Good Tape when podcasters producing editable transcripts and subtitles with speaker labels matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time.
EU-based AI transcription for interviews, meetings, podcasts, lectures, and webinars, with speaker labels and one-click summaries.
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
Good Tape is an automated AI transcription platform that turns audio and video recordings into text across more than 100 languages and accents. It is positioned for journalists, newsrooms, academics, podcasters, legal and consulting professionals, and content creators, and explicitly supports interviews, meetings, podcasts, lectures, and webinars. Users upload files or record directly through its iOS and Android app, which captures high-quality audio and syncs automatically for transcription. The web editor offers synced audio playback that highlights the current word as you read, color-coded speaker labels to distinguish participants, and a one-click AI Summaries feature that generates a clean overview of key points from a transcript. Recordings can be grouped into collections by topic, client, or date, shared with colleagues, and annotated with notes attached to specific moments. Bulk uploading lets teams process many files at once, and transcripts can be exported as subtitle files such as .srt or .vtt for platforms like YouTube and Vimeo. Good Tape emphasizes privacy and compliance: servers are located in the EU, it is GDPR compliant and ISO 27001 certified, files are auto-deleted unless retained, and the company states it never trains its models on user files. Free and paid tiers are available. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aurelius is a free tier with paid upgrades (freemium); Good Tape is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aurelius | Good Tape |
|---|---|---|
| Core capability | Centralized repository for interview notes and transcripts | AI transcription supporting 100+ languages and accents |
| Standout feature | Data tagging and note organization | Color-coded speaker labels (diarization) |
| Team usage | Theme and pattern identification across research | One-click AI summaries of key points |
| Integrations | Insight creation and report generation | Synced audio playback that highlights words during editing |
| Languages & capture | Consistent taxonomy across projects for large repositories | Bulk uploading and collections for organizing recordings |
| Best-fit workflow | Multi-team collaboration with research history and archival | Team sharing and timestamped notes for collaboration |
Aurelius
Choose Aurelius if you need organizing and tagging interview transcripts and notes — strengths include keeps interview insights discoverable and reusable over time.
Good Tape
Choose Good Tape if you need journalists transcribing recorded interviews with source privacy in mind — strengths include strong privacy and compliance posture (eu servers, gdpr, iso 27001, no model training on user files).
Aurelius
Good Tape
It depends on your workflow. Aurelius is strong for organizing and tagging interview transcripts and notes, while Good Tape is strong for journalists transcribing recorded interviews with source privacy in mind. Both transcribe and summarize meetings.
Aurelius is a free tier with paid upgrades and Good Tape 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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