Shadow and Userology are both AI meeting assistants for recording, transcription, and summaries, compared here on pricing, features, and workflow fit. Shadow: A bot-free, Mac-based AI meeting assistant that transcribes and summarizes calls locally without joining as a participant. Userology: Vision-aware AI UX research agent that moderates usability and concept-testing interviews and reports task metrics and insights. They overlap on ai-meeting-assistants, so the right pick depends on team size, budget, and which meeting workflows you automate.
How Hosiqo compares and tests toolsFinal recommendation
For ai-meeting-assistants workflows, shortlist Shadow when capturing notes and summaries across multiple conferencing platforms without a bot joining matters most, and Userology when ai-moderated usability and prototype testing of apps and web products matters most. Both record across Zoom, Google Meet, and Microsoft Teams; trial each on real meetings before committing.
A bot-free, Mac-based AI meeting assistant that transcribes and summarizes calls locally without joining as a participant.
Vision-aware AI UX research agent that moderates usability and concept-testing interviews and reports task metrics and insights.
Shadow is a free tier with paid upgrades (freemium); Userology is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Shadow | Userology |
|---|---|---|
| Core capability | Bot-free capture that records system audio without joining the meeting as a participant | Vision-aware AI moderator that observes on-screen task completion |
| Standout feature | On-device (local) transcription on macOS | Context-aware follow-ups with silence detection and glitch handling |
| Team usage | Speaker identification during transcription | Multiple methods: voice interviews, prototype testing, live product research, diary studies |
| Integrations | Captures on-screen content in addition to spoken audio | Automated reports with transcripts, insights, and task-based metrics |
| Languages & capture | Customizable prompts/Skills to generate notes, summaries, and emails | Chat-with-your-research data exploration |
| Best-fit workflow | Webhook integration to connect outputs to other tools | Built-in panel recruitment plus User Interviews integration, 40+ languages |
Shadow
Choose Shadow if you need capturing notes and summaries across multiple conferencing platforms without a bot joining — strengths include does not add a visible bot to meetings.
Userology
Choose Userology if you need ai-moderated usability and prototype testing of apps and web products — strengths include vision awareness supports usability and prototype testing, not just verbal interviews.
Shadow
Userology
It depends on your workflow. Shadow is strong for capturing notes and summaries across multiple conferencing platforms without a bot joining, while Userology is strong for ai-moderated usability and prototype testing of apps and web products. Both transcribe and summarize meetings.
Shadow is a free tier with paid upgrades and Userology 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 and the budget is justified.