Conveo: AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed. WINN.AI: A real-time AI sales assistant that joins calls to provide playbook guidance, capture data, take notes, and automatically update the CRM. 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 WINN.AI when sales leaders standardizing methodology and execution across a team matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed.
A real-time AI sales assistant that joins calls to provide playbook guidance, capture data, take notes, and automatically update the CRM.
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
WINN.AI is a real-time AI sales assistant built for sales reps, sales leaders, and revenue operations teams who want consistent execution on customer calls. During a meeting, WINN listens to the conversation and shows the rep, in real time, which playbook topics have been covered and which still need to be addressed, surfacing cues, suggested questions, and battle cards so reps stay on message and handle objections consistently. Sales leaders can encode their playbook and align it to common methodologies such as MEDDIC, MEDDPICC, SPICED, Challenger, and BANT so that the same process is reinforced across the whole team. Beyond live guidance, WINN automates the administrative side of selling: it takes notes, captures structured data from the conversation, updates CRM records including custom fields, and can draft follow-up emails and help with meeting preparation. It integrates with CRM and meeting platforms including Salesforce, HubSpot, Zoom, and Google Meet, syncing captured data automatically to reduce manual entry. WINN.AI is positioned as a revenue execution platform that combines real-time meeting coaching with automated note-taking and CRM hygiene, making it best suited to B2B sales teams that run structured discovery and demo calls. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Conveo is a free tier with paid upgrades (freemium); WINN.AI is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Conveo | WINN.AI |
|---|---|---|
| Core capability | AI interviewer conducting asynchronous video, voice, and text interviews | Real-time playbook tracking that shows covered and remaining topics during calls |
| Standout feature | Real-time discussion-guide adaptation with contextual follow-ups | Live cues, suggested questions, and battle cards for handling objections |
| Team usage | Multi-signal analysis of voice, video, tone, and behavior | Support for sales methodologies like MEDDIC, MEDDPICC, SPICED, and BANT |
| Integrations | Automated executive summaries, thematic analysis, and quantitative extraction | Automatic note-taking and structured data capture from conversations |
| Languages & capture | Findings linked back to source video moments | Automated CRM updates, including custom records, plus follow-up email drafting |
| Best-fit workflow | End-to-end recruiting, interviewing, and analysis in 50+ languages | Integrations with Salesforce, HubSpot, Zoom, and Google Meet |
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.
WINN.AI
Choose WINN.AI if you need sales reps getting live playbook and objection-handling guidance on calls — strengths include real-time, in-call guidance keeps reps aligned to the sales playbook.
Conveo
WINN.AI
It depends on your workflow. Conveo is strong for continuous consumer and ux research using video interviews at scale, while WINN.AI is strong for sales reps getting live playbook and objection-handling guidance on calls. Both transcribe and summarize meetings.
Conveo is a free tier with paid upgrades and WINN.AI 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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