Conveo: AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed. Proshort: Sales conversation intelligence and coaching platform that records and analyzes calls, surfaces deal health, and delivers contextual rep coaching, with development roots in Bengaluru, India. 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 Proshort when coaching reps on call behaviors and running ai roleplay practice 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.
Sales conversation intelligence and coaching platform that records and analyzes calls, surfaces deal health, and delivers contextual rep coaching, with development roots in Bengaluru, India.
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
Proshort is an AI-powered sales platform that combines conversation intelligence, sales coaching, deal analytics, and enablement in a single product. It captures and analyzes sales conversations across voice and video meetings on platforms such as Zoom, Microsoft Teams, and Google Meet, producing AI notes, summaries, action items, and risk insights. Beyond meeting capture, Proshort aggregates CRM, email, and meeting data to give visibility into deal health, probability, and qualification coverage, and tracks coaching signals like talk ratio, filler words, objection handling, and tone to generate personalized coaching suggestions for each rep. The platform also offers AI roleplay practice built from real customer interactions and CRM automation that updates records and integrates with tools such as Salesforce and HubSpot. Proshort delivers contextual coaching snippets where reps already work, including the CRM, email, and Slack. The company is venture-backed and operates with headquarters in Cupertino, California and a development office in Bengaluru, India, serving customers in the US and India. It is positioned as an accessible alternative to large enterprise conversation intelligence suites. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Conveo is a free tier with paid upgrades (freemium); Proshort is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Conveo | Proshort |
|---|---|---|
| Core capability | AI interviewer conducting asynchronous video, voice, and text interviews | Records and summarizes Zoom, Teams, and Google Meet sales calls with AI notes and action items |
| Standout feature | Real-time discussion-guide adaptation with contextual follow-ups | Call scoring on talk ratio, filler words, objection handling, and next-step quality |
| Team usage | Multi-signal analysis of voice, video, tone, and behavior | Deal intelligence aggregating CRM, email, and meeting data with risk flagging |
| Integrations | Automated executive summaries, thematic analysis, and quantitative extraction | Personalized rep coaching delivered in CRM, email, and Slack |
| Languages & capture | Findings linked back to source video moments | AI roleplay training built from real customer interactions |
| Best-fit workflow | End-to-end recruiting, interviewing, and analysis in 50+ languages | CRM automation and integrations (Salesforce, 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.
Proshort
Choose Proshort if you need automatically capturing and summarizing sales meetings for reps and managers — strengths include combines conversation intelligence, coaching, and deal analytics in one platform.
Conveo
Proshort
It depends on your workflow. Conveo is strong for continuous consumer and ux research using video interviews at scale, while Proshort is strong for automatically capturing and summarizing sales meetings for reps and managers. Both transcribe and summarize meetings.
Conveo is a free tier with paid upgrades and Proshort is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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