Great Question and IceCubes are both AI meeting assistants for recording, transcription, and summaries, compared here on pricing, features, and workflow fit. Great Question: All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected research repository. IceCubes: Bot-free Chrome and Edge extension that reads a meeting platform's own captions to transcribe and summarize Meet, Zoom, and Teams calls. 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 Great Question when recruiting participants and scheduling user interviews end to end matters most, and IceCubes when teams that need notes without a bot joining due to it or compliance constraints matters most. Both record across Zoom, Google Meet, and Microsoft Teams; trial each on real meetings before committing.
All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected research repository.
Bot-free Chrome and Edge extension that reads a meeting platform's own captions to transcribe and summarize Meet, Zoom, and Teams calls.
Great Question is a free tier with paid upgrades (freemium); IceCubes is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Great Question | IceCubes |
|---|---|---|
| Core capability | AI analysis generating summaries, chapters, highlights, and tags from interviews | Chrome and Edge browser extensions |
| Standout feature | Searchable research repository connecting transcripts, themes, and insights | Bot-free capture by reading the platform's own closed captions |
| Team usage | Participant recruitment from a large panel plus CRM-based custom panels | Speaker identification mapped from the meeting UI |
| Integrations | Scheduling, screening, eligibility rules, and incentive payments | AI summaries, action items, and custom Smart Tags |
| Languages & capture | Moderated, AI-moderated, and unmoderated study methods including prototype testing | Supports Google Meet, Zoom, and Microsoft Teams web clients |
| Best-fit workflow | 50+ integrations plus an MCP for running research from AI tools | CRM matching to contacts, deals, and accounts in Salesforce and HubSpot |
Great Question
Choose Great Question if you need recruiting participants and scheduling user interviews end to end — strengths include handles recruitment, study execution, and analysis in one platform.
IceCubes
Choose IceCubes if you need teams that need notes without a bot joining due to it or compliance constraints — strengths include no visible recording bot, reducing meeting disruption and policy friction.
Great Question
IceCubes
It depends on your workflow. Great Question is strong for recruiting participants and scheduling user interviews end to end, while IceCubes is strong for teams that need notes without a bot joining due to it or compliance constraints. Both transcribe and summarize meetings.
Great Question is a free tier with paid upgrades and IceCubes 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.