Conveo: AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed. SmartWinnr: AI roleplay and coaching platform for regulated industries where reps rehearse customer conversations with AI avatars. 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 SmartWinnr when accelerating onboarding and certification for sales teams in regulated sectors matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed.
AI roleplay and coaching platform for regulated industries where reps rehearse customer conversations with AI avatars.
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
SmartWinnr is a practice-first AI roleplay and coaching platform aimed at sales teams in regulated industries such as pharmaceuticals, medical devices, and other life sciences fields. Reps rehearse real customer conversations through voice-based, two-way simulations with AI avatars that listen, ask follow-up questions, raise objections, and react to delivery, helping build compliant messaging into habit. After each session, the platform provides automated, multi-dimensional scoring and real-time AI coaching that highlights conversation quality, which the company says reduces manager workload by handling much of the evaluation. Buyer personas can be customized to mirror ideal customer profiles across industries, and the company states that new lifelike simulations can be created or updated quickly from customizable templates. Managers and enablement leaders get analytics dashboards that show rep scores, practice frequency, and skill gaps so they can target coaching efficiently, while gamification features such as points, badges, and leaderboards encourage ongoing practice. SmartWinnr is accessible on desktop and mobile and is designed for sales leaders, training managers, and enablement professionals who need scalable, audit-conscious practice for customer-facing teams. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Conveo is a free tier with paid upgrades (freemium); SmartWinnr is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Conveo | SmartWinnr |
|---|---|---|
| Core capability | AI interviewer conducting asynchronous video, voice, and text interviews | Two-way voice-based AI roleplay with avatars that ask follow-ups and raise objections |
| Standout feature | Real-time discussion-guide adaptation with contextual follow-ups | Automated multi-dimensional scoring of rep practice sessions |
| Team usage | Multi-signal analysis of voice, video, tone, and behavior | Real-time AI coaching highlighting conversation quality |
| Integrations | Automated executive summaries, thematic analysis, and quantitative extraction | Customizable buyer personas mirroring ideal customer profiles |
| Languages & capture | Findings linked back to source video moments | Manager analytics dashboards showing scores, practice frequency, and skill gaps |
| Best-fit workflow | End-to-end recruiting, interviewing, and analysis in 50+ languages | Gamification with points, badges, and leaderboards |
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.
SmartWinnr
Choose SmartWinnr if you need pharma and medtech reps rehearsing compliant messaging for hcp conversations — strengths include purpose-built for regulated industries like pharma and medical devices.
Conveo
SmartWinnr
It depends on your workflow. Conveo is strong for continuous consumer and ux research using video interviews at scale, while SmartWinnr is strong for pharma and medtech reps rehearsing compliant messaging for hcp conversations. Both transcribe and summarize meetings.
Conveo is a free tier with paid upgrades and SmartWinnr is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
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