Conveo: AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed. Exec: Voice-based AI roleplay platform that lets sales reps practice high-stakes conversations against realistic AI buyers and get instant coaching. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Conveo when continuous consumer and ux research using video interviews at scale matters most, and Exec when rehearsing product demos and presentations with screen sharing matters most. Try them side by side on real calls before deciding — needs vary by team.
AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed.
Voice-based AI roleplay platform that lets sales reps practice high-stakes conversations against realistic AI buyers and get instant coaching.
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
Exec is an AI roleplay and training platform designed to help sales reps, leaders, and support staff practice high-stakes conversations before they happen with real customers. Its core function is generating voice-based AI characters that simulate buyers and other counterparts, complete with industry context and customizable traits, so reps can rehearse cold calls, discovery, negotiation, and objection handling in unscripted, dynamic conversations. The platform supports custom scenario creation and includes screen-sharing functionality so reps can practice product demos and presentations, not just talk tracks. After each roleplay, Exec provides instant performance insights, including actionable improvement tips and an AI coach that can explain scores, surface growth areas, and run short follow-up sessions to work through specific gaps. For managers and enablement teams, Exec offers analytics dashboards tracking skill development over time, performance trending, leaderboards, certification, and integration with existing learning management systems. It maintains SOC 2 Type II certification and states it does not use customer data to train its models. Exec is aimed at enterprise sales and revenue teams that want to close the gap between training content and real behavior change through repeated, measurable practice. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Conveo is a free tier with paid upgrades (freemium); Exec is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Conveo | Exec |
|---|---|---|
| Core capability | AI interviewer conducting asynchronous video, voice, and text interviews | Voice-based AI roleplay with customizable buyer personas |
| Standout feature | Real-time discussion-guide adaptation with contextual follow-ups | Custom scenario creation for realistic practice situations |
| Team usage | Multi-signal analysis of voice, video, tone, and behavior | Screen-sharing practice for demos and presentations |
| Integrations | Automated executive summaries, thematic analysis, and quantitative extraction | AI coach that explains scores and runs follow-up sessions |
| Languages & capture | Findings linked back to source video moments | Manager dashboards with skill tracking, leaderboards, and certification |
| Best-fit workflow | End-to-end recruiting, interviewing, and analysis in 50+ languages | Voice-based AI roleplay with customizable buyer personas |
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.
Exec
Choose Exec if you need practicing cold calls, discovery, and objection handling safely — strengths include voice-based, unscripted roleplays that adapt to the rep.
Conveo
Exec
It depends on your workflow. Conveo is strong for continuous consumer and ux research using video interviews at scale, while Exec is strong for practicing cold calls, discovery, and objection handling safely. Both transcribe and summarize meetings.
Conveo is a free tier with paid upgrades and Exec 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.
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