Conveo: AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed. IceCubes: Bot-free Chrome and Edge extension that reads a meeting platform's own captions to transcribe and summarize Meet, Zoom, and Teams calls. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Conveo when continuous consumer and ux research using video interviews at scale matters most, and IceCubes when sales reps who want call summaries automatically tied to crm records matters most. Run both through a week of actual calls to see which suits your workflow.
AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed.
Bot-free Chrome and Edge extension that reads a meeting platform's own captions to transcribe and summarize Meet, Zoom, and Teams calls.
Conveo is an AI qualitative research platform that handles the full interview workflow, from recruiting participants to moderating conversations to analyzing results, with the goal of compressing research timelines from weeks to days. Its AI interviewer conducts real video, voice, and text conversations asynchronously, adapts the discussion guide in real time, and probes with contextual follow-up questions based on each participant's responses, supporting interviews across 50-plus languages end to end including the interviewer, transcripts, and reports. Researchers can upload a brief or business objective and have Conveo generate an interview guide, then begin fielding within roughly half an hour. Because it captures video alongside voice and text, the platform performs multi-signal analysis, reading tone, emotional cues, and behavior in addition to spoken content, and it links findings back to the source video moments so insights can be validated and shared. Automated outputs include executive summaries, thematic analysis, emotional insights, and quantitative data extraction. Conveo positions itself as an end-to-end platform for continuous research across consumer insights, UX, marketing, and product workflows. Pricing varies by plan. Check the official website for current pricing.
Best suited for
IceCubes is an AI meeting assistant distributed as a browser extension for Chrome and Edge that captures meetings without sending a bot participant into the call. Instead of joining as a separate attendee, the extension reads the transcript directly from the conferencing platform's built-in closed-captioning service and maps speaker names from the meeting interface, then layers AI processing on top. It works with the web clients of Google Meet, Zoom, and Microsoft Teams, and supports additional platforms through web tab sharing. After a meeting, IceCubes produces AI summaries, extracts action items, and surfaces conversation insights, with custom 'Smart Tags' for pulling out specific information the user cares about. For revenue teams it adds sales-oriented features such as matching meetings to contacts, deals, and accounts in Salesforce and HubSpot, plus coaching and qualification frameworks. Because it relies on native captions rather than a visible recorder, it is positioned as avoiding the disruption and IT-policy friction of bot-based notetakers. The product is actively maintained, offers a free transcription tier without a credit card, and is operating in 2025-2026. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Conveo 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 | Conveo | IceCubes |
|---|---|---|
| Core capability | AI interviewer conducting asynchronous video, voice, and text interviews | Chrome and Edge browser extensions |
| Standout feature | Real-time discussion-guide adaptation with contextual follow-ups | Bot-free capture by reading the platform's own closed captions |
| Team usage | Multi-signal analysis of voice, video, tone, and behavior | Speaker identification mapped from the meeting UI |
| Integrations | Automated executive summaries, thematic analysis, and quantitative extraction | AI summaries, action items, and custom Smart Tags |
| Languages & capture | Findings linked back to source video moments | Supports Google Meet, Zoom, and Microsoft Teams web clients |
| Best-fit workflow | End-to-end recruiting, interviewing, and analysis in 50+ languages | CRM matching to contacts, deals, and accounts in Salesforce and HubSpot |
Conveo
Choose Conveo if you need continuous consumer and ux research using video interviews at scale — strengths include video capture enables emotional and behavioral analysis beyond transcript text.
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.
Conveo
IceCubes
It depends on your workflow. Conveo is strong for continuous consumer and ux research using video interviews at scale, while IceCubes is strong for teams that need notes without a bot joining due to it or compliance constraints. Both transcribe and summarize meetings.
Conveo 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.
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