Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Screenpipe: Screenpipe is an open, local-first desktop app that records your screen and audio, transcribes calls on-device with Whisper, and auto-generates meeting summaries with action items. 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 Screenpipe when building a searchable, private record of meetings and screen activity to recall past discussions and decisions 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.
Screenpipe is an open, local-first desktop app that records your screen and audio, transcribes calls on-device with Whisper, and auto-generates meeting summaries with action items.
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
Screenpipe is a local-first, source-available desktop application that continuously captures your screen and audio to build a private, searchable AI memory of your computer activity. For meetings, it records microphone and system audio in the background and transcribes in real time using OpenAI's Whisper model running locally, so calls from any app that plays through your speakers, including Zoom, Google Meet, Microsoft Teams, and Slack huddles, are captured without a bot joining the call. It supports speaker diarization and many languages. When a meeting ends, a meeting-summary pipe can generate structured notes, including a short bullet summary, action items per person, and decisions plus next steps, and write them to destinations such as Obsidian, Notion, or Apple Notes. Because capture, text extraction, transcription, and search can run entirely offline, data stays in a local database on your device, with options to redact PII and exclude specific apps or windows. Screenpipe also runs as an MCP server, letting AI assistants query your history. It is aimed at engineers, researchers, and privacy-conscious professionals. It runs on macOS, Windows, and Linux.
Best suited for
Aurelius is a free tier with paid upgrades (freemium); Screenpipe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aurelius | Screenpipe |
|---|---|---|
| Core capability | Centralized repository for interview notes and transcripts | On-device screen and audio recording that captures system audio from any app, including Zoom, Google Meet, Teams, and Slack huddles |
| Standout feature | Data tagging and note organization | Local real-time transcription using OpenAI's Whisper model, with speaker diarization and multi-language support |
| Team usage | Theme and pattern identification across research | Automatic meeting summaries with bullet recap, action items per person, and decisions plus next steps |
| Integrations | Insight creation and report generation | Writes structured notes to destinations like Obsidian, Notion, and Apple Notes via configurable pipes |
| Languages & capture | Consistent taxonomy across projects for large repositories | Fully offline operation with local storage, on-device PII redaction, and app/window/URL exclusions |
| Best-fit workflow | Multi-team collaboration with research history and archival | Runs as an MCP server so AI assistants and clients can query your screen and audio history |
Aurelius
Choose Aurelius if you need organizing and tagging interview transcripts and notes — strengths include keeps interview insights discoverable and reusable over time.
Screenpipe
Choose Screenpipe if you need automatically capturing and summarizing video calls across zoom, meet, and teams without a meeting bot — strengths include privacy-first: capture, transcription, and search can run entirely on-device with no cloud dependency.
Aurelius
Screenpipe
It depends on your workflow. Aurelius is strong for organizing and tagging interview transcripts and notes, while Screenpipe is strong for automatically capturing and summarizing video calls across zoom, meet, and teams without a meeting bot. Both transcribe and summarize meetings.
Aurelius is a free tier with paid upgrades and Screenpipe is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
More head-to-head comparisons involving Aurelius and Screenpipe.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Auris AI: Southeast Asia–built AI platform for transcribing audio and video, generating subtitles, and producing meeting and lecture notes across regional languages. The right pick comes down to team size, budget, and the workflows you want to automate.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. AutoMemo: Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares. Below, they line up on price, capture method, and how each fits a real meeting stack.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Ava: AI live captioning and transcription app for accessibility, providing real-time captions for conversations and video meetings. This comparison weighs them on pricing, features, and everyday workflow fit.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Aviso AI: End-to-end AI revenue platform whose conversation intelligence records and analyzes sales calls and meetings for B2B revenue teams. The right pick comes down to team size, budget, and the workflows you want to automate.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. BB Recorder: A 100% local, no-bot meeting recorder for Mac and iOS that records, transcribes, and summarizes entirely on-device, built by the BuildBetter team. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Backtrack: An AI meeting intelligence tool for trade shows and hosted buyer events that captures 1:1 conversations and turns them into CRM-ready notes and insights. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Balto: Real-time AI guidance and agent-assist platform that coaches contact-center and sales agents live during calls. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. BarRaiser: AI interview intelligence platform that records interviews and coaches interviewers for better hiring. The right pick comes down to team size, budget, and the workflows you want to automate.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Basil AI: On-device AI note taker for Apple devices that transcribes and summarizes meetings entirely offline, with no cloud upload. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. BeAware Conference Captioning: AI real-time captioning and translation app for live in-person and hybrid events, with on-screen overlays and multilingual attendee access. Below, they line up on price, capture method, and how each fits a real meeting stack.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Bee: Wearable AI device that captures spoken conversations and turns them into transcripts, summaries, and reminders. This comparison weighs them on pricing, features, and everyday workflow fit.
Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Beey: Web app for automatic transcription, subtitle creation, translation, and live transcription. Below, they line up on price, capture method, and how each fits a real meeting stack.