Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Nooks: AI sales workspace combining a parallel dialer with conversation intelligence, call scorecards, and live coaching. 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 Nooks when analyzing and scoring outbound calls for coaching 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 sales workspace combining a parallel dialer with conversation intelligence, call scorecards, and live coaching.
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
Nooks is an AI-powered sales workspace built primarily for outbound prospecting, combining a parallel dialer with conversation intelligence and coaching features. Its core is an AI dialer that places multiple calls at once, detects live human pickups, skips bad numbers and voicemails, and automatically logs notes and call outcomes, increasing the number of live conversations a rep can have. Around the dialer, Nooks provides conversation intelligence: it syncs call recordings and transcripts for unified analysis, generates AI call summaries and dispositions, and produces call scorecards and battlecards to support coaching. Managers can listen to live calls and provide whisper coaching to reps in real time, and a virtual salesfloor supports team collaboration during calling sessions. The platform also includes sequencing, AI-driven research and personalization, intent signals, and lead prioritization to support the broader outbound workflow. Nooks is aimed at sales development representatives, business development teams, and revenue operations leaders at mid-market and enterprise organizations who want to scale outbound calling and conversation analysis together rather than as separate tools. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aurelius is a free tier with paid upgrades (freemium); Nooks is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aurelius | Nooks |
|---|---|---|
| Core capability | Centralized repository for interview notes and transcripts | AI parallel dialer with live human detection and auto-logging |
| Standout feature | Data tagging and note organization | Conversation intelligence with synced recordings and transcripts |
| Team usage | Theme and pattern identification across research | AI call summaries, dispositions, and scorecards |
| Integrations | Insight creation and report generation | Live call listening and whisper coaching |
| Languages & capture | Consistent taxonomy across projects for large repositories | Battlecards and a virtual salesfloor for team collaboration |
| Best-fit workflow | Multi-team collaboration with research history and archival | Sequencing, research, and intent/lead prioritization |
Aurelius
Choose Aurelius if you need organizing and tagging interview transcripts and notes — strengths include keeps interview insights discoverable and reusable over time.
Nooks
Choose Nooks if you need scaling outbound calling with a parallel ai dialer — strengths include combines outbound dialing and conversation intelligence in one workspace.
Aurelius
Nooks
It depends on your workflow. Aurelius is strong for organizing and tagging interview transcripts and notes, while Nooks is strong for scaling outbound calling with a parallel ai dialer. Both transcribe and summarize meetings.
Aurelius is a free tier with paid upgrades and Nooks 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.
More head-to-head comparisons involving Aurelius and Nooks.
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