CleverX: CleverX is an AI-first B2B research platform that runs AI-moderated and human-moderated interviews, surveys, and usability tests with auto-transcription and analysis. HeyMarvin: AI research assistant that records and transcribes user-research interviews and builds a searchable insights repository. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist CleverX when running ai-moderated user interviews at scale with automatic transcription matters most, and HeyMarvin when product teams clustering interview feedback into shareable themes matters most. Run both through a week of actual calls to see which suits your workflow.
CleverX is an AI-first B2B research platform that runs AI-moderated and human-moderated interviews, surveys, and usability tests with auto-transcription and analysis.
AI research assistant that records and transcribes user-research interviews and builds a searchable insights repository.
CleverX is an AI-native research platform that helps product teams, designers, and UX researchers go from question to insight by designing studies, recruiting participants, and analyzing results in one place. It supports multiple methods including AI-moderated interviews, human-moderated 1:1 interviews, moderated and unmoderated usability tests, and surveys. AI moderators with configurable voice, tone, and probing style conduct natural conversations that follow up and probe deeper at scale, with auto-transcription covering every session and AI highlight reels generating chapter-based clips. Human-moderated interviews are run as live video sessions through Google Meet, Zoom, or Teams, with smart scheduling, real-time transcription, and observer rooms. The platform recruits from a pool described as over 8 million verified participants across industries and languages, and surfaces themes, quotes, and reports that export to PDF, DOCX, or CSV. Fraud protection, behavior monitoring, and end-to-end encryption support data reliability. It is aimed at companies needing fast, qualitative and quantitative customer and B2B research.
Best suited for
HeyMarvin (Marvin) is an AI-native customer insights platform aimed at user-research and product teams, with the research interview as its central meeting type. During live user-research calls it records sessions, transcribes them automatically, and lets researchers capture time-stamped notes and highlights, including collaborative live note-taking with teammates. After the session, its AI workflows distill feedback into themes and patterns, and an Ask AI feature lets teams query their data and get answers with citations back to the source clips. Everything feeds a centralized, searchable research repository that brings qualitative and quantitative inputs together from many sources, so insights are not scattered across documents and recordings. The platform also offers AI-moderated interviews in multiple languages, video clips and curated playlists for sharing findings, and integrations with tools used to distribute insights. It includes privacy and security features such as PII redaction and enterprise compliance. For a meeting-tools directory, its relevance is the combination of interview capture, AI notetaking, and a repository tuned for analyzing user-research conversations rather than general meetings. Pricing varies by plan. Check the official website for current pricing.
Best suited for
CleverX is a free tier with paid upgrades (freemium); HeyMarvin is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | CleverX | HeyMarvin |
|---|---|---|
| Core capability | AI-moderated interviews with configurable voice, tone, and adaptive probing follow-ups | Records and automatically transcribes user-research interview calls |
| Standout feature | Auto-transcription and real-time transcription of interview sessions | Time-stamped notes and collaborative live note-taking during sessions |
| Team usage | AI highlight reels that generate chapter-based clips from each interview | AI thematic analysis that clusters feedback into themes and patterns |
| Integrations | Human-moderated live 1:1 video interviews via Google Meet, Zoom, or Teams | Ask AI querying across research data with citations to source clips |
| Languages & capture | Participant recruitment from a large pool of verified professionals | Searchable centralized research repository combining many data sources |
| Best-fit workflow | Automated analysis surfacing themes and quotes, exportable as PDF, DOCX, or CSV | Video clips, highlight reels, and insight reports for sharing findings |
CleverX
Choose CleverX if you need running ai-moderated user interviews at scale with automatic transcription — strengths include combines recruitment, interviewing, transcription, and analysis in a single platform.
HeyMarvin
Choose HeyMarvin if you need ux researchers transcribing and tagging user-interview calls — strengths include tailored to user-research interviews rather than generic meeting notes.
CleverX
HeyMarvin
It depends on your workflow. CleverX is strong for running ai-moderated user interviews at scale with automatic transcription, while HeyMarvin is strong for ux researchers transcribing and tagging user-interview calls. Both transcribe and summarize meetings.
CleverX is a free tier with paid upgrades and HeyMarvin 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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